From c53a6280c2093e606b40b532aaf15b0b5a46d8db Mon Sep 17 00:00:00 2001 From: De Almeida Luis Date: Sat, 3 May 2014 13:25:57 +0200 Subject: [PATCH 01/10] Outils de visualisation MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Outils de visualisation à la librairie d'ivctrack. AniFrame : Permet la visualisation du tracking cellulaire sous forme de vidéo MeasFrame : Permet de visualiser différentes mesures quant au déplacement des cellules PlotFrame : Différentes façons de visualiser le déplacement TrackingFrame : Permet la sélection par clic des neurones à traquer, la définition des paramètres et le lancement du tracking via une interface --- ivctrack/AniFrame.py | 218 ++++++++++++++++++++++++++++ ivctrack/MainWindow.py | 165 +++++++++++++++++++++ ivctrack/MeasFrameV3.py | 227 +++++++++++++++++++++++++++++ ivctrack/PlotFrame.py | 193 +++++++++++++++++++++++++ ivctrack/TrackingFrame.py | 293 ++++++++++++++++++++++++++++++++++++++ 5 files changed, 1096 insertions(+) create mode 100644 ivctrack/AniFrame.py create mode 100644 ivctrack/MainWindow.py create mode 100644 ivctrack/MeasFrameV3.py create mode 100644 ivctrack/PlotFrame.py create mode 100644 ivctrack/TrackingFrame.py diff --git a/ivctrack/AniFrame.py b/ivctrack/AniFrame.py new file mode 100644 index 0000000..9ffafa5 --- /dev/null +++ b/ivctrack/AniFrame.py @@ -0,0 +1,218 @@ +# -*- coding: utf-8 -*- +#A faire : + +import matplotlib +matplotlib.use('Tkagg') + +from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg, NavigationToolbar2TkAgg + +from matplotlib.figure import Figure + +from Tkinter import * + +import matplotlib.pyplot as plt + +from reader import ZipSource,Reader +import matplotlib.cm as cm +import tkFileDialog + +from hdf5_read import get_hdf5_data +import matplotlib.animation as anim + +import os + +class AniFrame(Frame): + """Frame displaying the results of the tracking as a video, and allowing to save it. Will NOT work if FFmpeg is not installed.""" + + def __init__(self,win,zip_filename): + Frame.__init__(self,win) + #self.pack(fill='both') + + self.feat=[] + self.data = [] + + self.file_var=StringVar() + self.file_var.set('HDF5 File: ') + self.file_lbl=Label(self,textvariable=self.file_var) + self.file_lbl.grid(row=0,column=2,columnspan=2) + + self.file_browse_button=Button(self,text='Browse',command=self.ask_open_and_load_file) + self.file_browse_button.grid(row=0,column=4) + + self.f=plt.figure() + self.a=self.f.add_subplot(111) + + h=[] + s=[] + + self.frame_text=self.a.text(10,20,'') + + self.canvas = FigureCanvasTkAgg(self.f, master=self) + self.canvas.show() + self.canvas.get_tk_widget().grid(row=1,column=2,rowspan=3,columnspan=3) + + self.soma_var=BooleanVar() + self.soma_check=Checkbutton(self,text='Soma',variable=self.soma_var) + self.soma_check.grid(column=0,row=1,columnspan=2) + + self.halo_var=BooleanVar() + self.halo_check=Checkbutton(self,text='Halo',variable=self.halo_var) + self.halo_check.grid(column=0,row=2,columnspan=2) + + self.trajectory_var=BooleanVar() + self.trajectory_check=Checkbutton(self,text='Trajectory',variable=self.trajectory_var) + self.trajectory_check.grid(column=0,row=3,columnspan=2) + + self.play_button = Button(master=self, text='Preview',command=lambda:(self.play())) + + self.save_button=Button(self,text='Save as..',command=lambda :(self.save())) + + self.dpi_lbl=Label(self,text='Resolution (DPI)') + self.var_dpi=IntVar() + self.var_dpi.set(200) + self.dpi_entry=Entry(self,textvariable=self.var_dpi) + + self.writer=anim.writers['ffmpeg'] + self.writer=self.writer(fps=5) + + self.datazip_filename = zip_filename + + self.reader = Reader(ZipSource(self.datazip_filename)) + self.bg=self.reader.getframe() + + self.im = self.a.imshow(self.bg,cmap=cm.gray) + + self.a.set_xlim(0,len(self.bg[0,:])) + self.a.set_ylim(len(self.bg[:,0]),0) + + + def ask_open_and_load_file(self): + self.file_opt={} + self.file_opt['filetypes'] = [('HDF5 file','.hdf5')] + self.file_opt['defaultextension'] ='.hdf5' + self.file_opt['title'] = 'Select a HDF5 file' + + self.hdf5_filename=tkFileDialog.askopenfilename(**self.file_opt) + self.file_var.set('HDF5 File: {}'.format(self.hdf5_filename)) + + self.feat,self.data=get_hdf5_data(self.hdf5_filename,fields=['center','halo','soma']) + self.halo=[] + self.soma=[] + self.trajectory=[] + + for k in range(len(self.data)): + self.halo.append(self.a.plot([],[],'o')) + self.soma.append(self.a.plot([],[])) + self.trajectory.append(self.a.plot([],[])) + + self.play_button.grid(row=4,column=1) + self.save_button.grid(row=4,column=0) + self.dpi_lbl.grid(column=2,row=4) + self.dpi_entry.grid(column=3,row=4) + + + def play(self): + self.cell_ani = anim.FuncAnimation(fig=self.f, func=self.update_img,init_func=self.init_im,frames=self.reader.N(),blit=False) + self.canvas.show() + self.play_button.grid_forget() + + def save(self): + + self.file_opt={} + self.file_opt['filetypes'] = [('MP4 files','.mp4')] + self.file_opt['defaultextension'] ='.mp4' + self.file_opt['title'] = 'Save sequence as..' + + soma=self.soma_var.get() + halo=self.halo_var.get() + trajectory=self.trajectory_var.get() + + self.mp4_filename=tkFileDialog.asksaveasfilename(**self.file_opt) + + with self.writer.saving(self.f,self.mp4_filename,self.var_dpi.get()): + self.reader.rewind() + for i in range(self.reader.N()): + print "Grabing frame ",i + + self.bg=self.reader.getframe() + self.im.set_data(self.bg) + try: + self.reader.next() + except IndexError: + pass + if halo: + self.plot_halo(i) + if soma: + self.plot_soma(i) + if trajectory: + self.plot_trajectory(i) + + self.frame_text.set_text(i) + + self.writer.grab_frame() + print "Video correctly saved as ", self.mp4_filename + + + def update_img(self,frame): + + self.reader.moveto(frame) + self.bg=self.reader.getframe() + + self.im.set_data(self.bg) + + if self.halo_var.get(): + self.plot_halo(frame) + elif not self.halo_var.get(): + for k in range(len(self.data)): + self.halo[k][0].set_data([],[]) + + if self.soma_var.get(): + self.plot_soma(frame) + elif not self.soma_var.get(): + for k in range(len(self.data)): + self.soma[k][0].set_data([],[]) + + if self.trajectory_var.get(): + self.plot_trajectory(frame) + elif not self.trajectory_var.get(): + for k in range(len(self.data)): + self.trajectory[k][0].set_data([],[]) + + self.frame_text.set_text(frame) + + def init_im(self): + pass + + def plot_halo(self,i): + k=0 + for d in self.data: + t=d['halo'] + x=t[i,:,0] + y=t[i,:,1] + self.halo[k][0].set_data(x,y) + k+=1 + + def plot_soma(self,i): + k=0 + for d in self.data: + t=d['soma'] + x=t[i,:,0] + y=t[i,:,1] + self.soma[k][0].set_data(x,y) + k+=1 + + def plot_trajectory(self,i): + k=0 + for d in self.data: + t=d['center'] + x=t[0:i,0] + y=t[0:i,1] + self.trajectory[k][0].set_data(x,y) + k+=1 + + +if __name__=='__main__': + root =Tk() + root.wm_title("Simple tracking results plot") + c=AniFrame(root) + c.mainloop() diff --git a/ivctrack/MainWindow.py b/ivctrack/MainWindow.py new file mode 100644 index 0000000..3a31ecf --- /dev/null +++ b/ivctrack/MainWindow.py @@ -0,0 +1,165 @@ +# -*- coding: utf-8 -*- + +#A faire: +#1.Problème récursif de fichier inaccessible (seulement ceux que je crée via l'interface). Peut etre faut il les refermer apres les avoir ouvert avec askopenfile? Mais du coup pq ça ne le fait pas avec les fichiers créés via l'invite de commandes? /!\ +#3. Dégager la toolbar et la faire apparaitre au bon endroit +from Tkinter import * +from TrackingFrame import TrackingFrame +from PlotFrame import PlotFrame +from MeasFrame import MeasFrame +from AniFrame import AniFrame + +from MeasFrameV2 import MeasFrameV2 +from MeasFrameV3 import MeasFrameV3 + +import tkFileDialog + +class MainFrame(Frame): + + """Main menu frame : The user can either start a new tracking or view results from previous trackings + The .zip file whch contains the image sequences is linked to the menu window and can only be modified from there""" + def __init__(self,win): + Frame.__init__(self,win,width=700,height=700) + self.pack() + + self.track_frame=None + self.plot_frame=None + self.meas_frame=None + self.ani_frame=None + + self.menu_buttons=[] + + self.datazip_filename="" + + self.file_opt={} + self.file_opt['filetypes'] = [('ZIP file','.zip')] + self.file_opt['defaultextension'] ='.zip' + self.file_opt['title'] = 'Select a zipped sequence file' + + self.track_button=Button(self,text='Start Tracking',command=lambda : self.track()) + self.track_button.pack(fill='both') + self.menu_buttons.append(self.track_button) + + self.plot_button=Button(self,text='Plot Results',command=lambda : self.plot()) + self.plot_button.pack(fill='both') + self.menu_buttons.append(self.plot_button) + + self.meas_button=Button(self,text='Measurements',command=lambda : self.measurements()) + self.meas_button.pack(fill='both') + self.menu_buttons.append(self.meas_button) + + self.ani_button=Button(self,text='Player',command=lambda : self.play()) + self.ani_button.pack(fill='both') + self.menu_buttons.append(self.ani_button) + + self.zip_var=StringVar() + self.change_zip_button=Button(self,textvariable=self.zip_var,command= lambda : self.change_zip()) + self.menu_buttons.append(self.change_zip_button) + + self.quit_button=Button(self,text='Quit',command=win.quit) + self.quit_button.pack(fill='both') + self.menu_buttons.append(self.quit_button) + + self.back_button=Button(self,text='Back',command = lambda : self.back()) + + + + def back(self): + """Return to the menu window. """ + try : + self.track_frame.pack_forget() + self.track_frame=None + except: + pass + try : + self.plot_frame.pack_forget() + self.plot_frame=None + except: + pass + try : + self.meas_frame.pack_forget() + self.meas_frame=None + except: + pass + try: + self.ani_frame.pack_forget() + self.ani_frame=None + except: + pass + + self.back_button.pack_forget() + for button in self.menu_buttons: + button.pack(fill='both') + + def track(self): + """Method that transits from the menu to the tracking frame """ + if self.datazip_filename=="": + self.change_zip() + + self.track_frame=TrackingFrame(win,self.datazip_filename) + + self.track_frame.pack() + + for button in self.menu_buttons: + button.pack_forget() + + self.back_button.pack(side='bottom') + + def plot(self): + """Method that transits from the menu to the plotting frame """ + + if self.datazip_filename=="": + self.change_zip() + + self.plot_frame=PlotFrame(win,self.datazip_filename) + + self.plot_frame.pack() + + for button in self.menu_buttons: + button.pack_forget() + + self.back_button.pack(side='bottom') + + def measurements(self): + """Method that transits from the menu to the frame that displays multiple measures""" + +#self.meas_frame=MeasFrame(win) + + if self.datazip_filename=="": + self.change_zip() + self.meas_frame=MeasFrameV3(win,self.datazip_filename) + + self.meas_frame.pack() + + for button in self.menu_buttons: + button.pack_forget() + + self.back_button.pack(side='bottom') + + def play(self): + """Method that transits from the menu to the frame that plays the tracking and allows to save it to .mp4""" + if self.datazip_filename=="": + self.change_zip() + + self.ani_frame=AniFrame(win,self.datazip_filename) + + self.ani_frame.pack() + + for button in self.menu_buttons: + button.pack_forget() + + self.back_button.pack(side='bottom') + + def change_zip(self): + """Method that allows the user to change the current .zip file """ + self.datazip_filename=tkFileDialog.askopenfilename(**self.file_opt) + self.zip_var.set("Change Zip File ({})".format(self.datazip_filename.rsplit('/')[-1])) + + + +if __name__== '__main__': + + win=Tk() + win.wm_title('IVCTrack GUI') + root=MainFrame(win) + root.mainloop() diff --git a/ivctrack/MeasFrameV3.py b/ivctrack/MeasFrameV3.py new file mode 100644 index 0000000..e7f010c --- /dev/null +++ b/ivctrack/MeasFrameV3.py @@ -0,0 +1,227 @@ +# -*- coding: utf-8 -*- +#Cette version vise à être plus élégante que la précédente +#A faire : - Pour les plots supp, j'ai compris le problème et il est en partie réglé.. +#Cette version differe de la V1 car elle permet de donner des valeurs quantitatives des features +from Tkinter import * +import matplotlib +matplotlib.use('Tkagg') +from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg, NavigationToolbar2TkAgg +import matplotlib.pyplot as plt +import tkFileDialog + +from hdf5_read import get_hdf5_data +from measurement import speed_feature_extraction +from measurement import filter +from measurement import scaling_exponent +from measurement import relative_direction_distribution + +from reader import ZipSource,Reader +import matplotlib.cm as cm + +import os + +class MeasFrameV3(Frame): + """Frame allowing a deeper trajectory analysis, based on the measurement module """ + + def __init__(self,win, zip_filename): + Frame.__init__(self,win,width=700,height=700) + #self.pack(fill='both')#A DEGAGER + + self.file_opt={} + self.file_opt['filetypes'] = [('HDF5 file','.hdf5')] + self.file_opt['defaultextension'] ='.hdf5' + self.file_opt['title'] = 'Select a HDF5 file' + + self.c_feat=[] + self.c_data = [] + + self.button_list=[] + + self.file_var=StringVar() + self.file_var.set('HDF5 File: ') + self.file_lbl=Label(self,textvariable=self.file_var) + self.file_lbl.grid(row=0,column=1+0) + + self.file_browse_button=Button(self,text='Browse',command=self.ask_open_and_load_file) + self.file_browse_button.grid(row=0,column=1+1) + + self.f=plt.figure() + self.a=self.f.add_subplot(111) + self.canvas = FigureCanvasTkAgg(self.f, master=self) + self.canvas.get_tk_widget().grid(column=1+0,row=1,columnspan=2) + + self.datazip_filename=zip_filename + self.reader = Reader(ZipSource(self.datazip_filename)) + self.bg=self.reader.getframe() + + self.a.set_xlim(0,len(self.bg[0,:])) + self.a.set_ylim(len(self.bg[:,0]),0) + + self.a.imshow(self.bg,cmap=cm.gray) + + self.canvas.show() + + def ask_open_and_load_file(self): + + self.hdf5_filename=tkFileDialog.askopenfilename(**self.file_opt) + self.file_var.set('HDF5 File: {}'.format(self.hdf5_filename)) + + self.c_feat,self.c_data=get_hdf5_data(self.hdf5_filename,fields=['center','halo','soma']) + feat_name, self.measures=speed_feature_extraction(self.c_data) + + + self.a.cla() + self.a.set_xlim(0,len(self.bg[0,:])) + self.a.set_ylim(len(self.bg[:,0]),0) + self.a.imshow(self.bg,cmap=cm.gray) + + for cell in self.c_data: + t=cell['halo'] + self.a.plot(t[0,:,0],t[0,:,1],'ko') + t=cell['soma'] + self.a.plot(t[0,:,0],t[0,:,1],'k') + self.a.set_xlabel('x') + self.a.set_ylabel('y') + + self.set_frame() + + self.canvas.show() + + def set_frame(self): + + self.nrcells=len(self.c_data) + + if (len(self.button_list)>0): + for button in self.button_list: + button.grid_forget() + del button + + self.features_list=[] + self.values_list=[] + self.units_list=[] + + self.button_rel_dir_list=[] + self.button_lin_fit_list=[] + + self.file_lbl.grid(row=0,column=1+0,columnspan=2*self.nrcells-1) + self.file_browse_button.grid(row=0,column=1+2*self.nrcells-1) + self.canvas.get_tk_widget().grid(column=1+0,row=1,columnspan=2,rowspan=8) + + features=['Path Length', 'Average Speed', 'MRDO','Hull Surface','Hull Distance','Hull Density','Hull Relative Distance' ] + + for feat in features: + self.features_list.append(Label(self,text=feat)) + self.values_list.append(Label(self)) + + units=['px','px/frame','px/frame','px^2','px','/','/']# A vérifier + + for unit in units: + self.units_list.append(Label(self,text=unit)) + + self.plotLinFit_button=Button(self,text='Linear Fitting Plot',command = self.plotLinFit) + self.plotRelDir_button=Button(self,text='Relative Direction Plot',command = self.plotRelDir) + + self.global_meas_button=Button(self,text='Global Measures',command=self.plotGlobMeas) + self.global_meas_button.grid(column=0,row=4) + + + self.cell_list=Listbox(self) + for cell in range(self.nrcells): + self.cell_list.insert('end','Cell {}'.format(cell+1)) + + self.cell_list.bind('',self.show_meas) + self.cell_list.bind('',self.show_meas) + + self.cell_list.grid(column=0,row=1,rowspan=3) + + def show_meas(self,event): + + cell_nr=int(self.cell_list.get('active').rsplit(' ')[-1])-1 + + self.highlight_selected_cell(cell_nr) + + self.cell_lbl=Label(self,text='Cell {} ({},{})'.format(cell_nr+1,int(self.c_data[cell_nr]['center'][0,0]),int(self.c_data[cell_nr]['center'][0,1]))) + self.cell_lbl.grid(column=1+2,row=1,columnspan=2) + + for lbl in self.features_list : + lbl.grid(row=2+(self.features_list).index(lbl),column=1+2, sticky='W') + for lbl in self.units_list : + lbl.grid(row=2+(self.units_list).index(lbl),column=1+2+2, sticky='W') + + i=0 + for lbl in self.values_list : + lbl.config(text=round(self.measures[cell_nr][i],5)) + lbl.grid(row=2+(self.values_list).index(lbl),column=1+2+1, sticky='W') + i+=1 + + self.plotLinFit_button.grid(row=10,column=1+2) + self.plotRelDir_button.grid(row=10,column=1+2+1) + + + def plotRelDir(self): + cell = int(self.cell_list.get('active').rsplit(' ')[-1])-1 + + self.highlight_selected_cell(cell) + + d=self.c_data[cell] + xy = d['center'] + fxy = filter(xy,sigma=1.) + R,V,Theta,Rtot,clip_dtheta,rho = relative_direction_distribution(fxy,verbose=True)#2nd figure (polar) + + def plotLinFit(self): + cell = int(self.cell_list.get('active').rsplit(' ')[-1])-1 + + self.highlight_selected_cell(cell) + + d=self.c_data[cell] + xy = d['center'] + fxy = filter(xy,sigma=1.) + se,se_err = scaling_exponent(fxy,verbose=True)#First figure(lin fit) + + def plotGlobMeas(self): + fig=plt.figure() + a_scat=fig.add_subplot(121) + a_hist=fig.add_subplot(122) + + a_scat.cla() + a_hist.cla() + + a_scat.scatter(self.measures[:,1],self.measures[:,3]) + a_scat.set_xlabel('avg speed') + a_scat.set_ylabel('hull speed') + + a_hist.hist(self.measures[:,1:4]) + a_hist.legend(['avg','mrdo','hull speed']) + + fig.show() + + def highlight_selected_cell(self,cell_nr): + self.a.cla() + self.a.set_xlim(0,len(self.bg[0,:])) + self.a.set_ylim(len(self.bg[:,0]),0) + self.a.imshow(self.bg,cmap=cm.gray) + + i=0 + for cell in self.c_data: + if i==cell_nr: + t=cell['halo'] + self.a.plot(t[0,:,0],t[0,:,1],'wo') + t=cell['soma'] + self.a.plot(t[0,:,0],t[0,:,1],'w') + else: + t=cell['halo'] + self.a.plot(t[0,:,0],t[0,:,1],'ko') + t=cell['soma'] + self.a.plot(t[0,:,0],t[0,:,1],'k') + self.a.set_xlabel('x') + self.a.set_ylabel('y') + i+=1 + + self.canvas.show() + +if __name__== '__main__': + + win=Tk() + win.wm_title('IVCTrack GUI') + c=MeasFrame(win) + c.mainloop() diff --git a/ivctrack/PlotFrame.py b/ivctrack/PlotFrame.py new file mode 100644 index 0000000..b7e0095 --- /dev/null +++ b/ivctrack/PlotFrame.py @@ -0,0 +1,193 @@ +# -*- coding: utf-8 -*- + +#A faire : + +from Tkinter import * +import matplotlib +matplotlib.use('Tkagg') +from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg, NavigationToolbar2TkAgg +import matplotlib.pyplot as plt + +from hdf5_read import get_hdf5_data +from reader import ZipSource,Reader +import matplotlib.cm as cm + +import tkFileDialog + +import os + +class PlotFrame(Frame): + """Frame that allows the user to view the results of the tracking trough diferent kinds of graphic representations """ + + def __init__(self,win,zip_filename): + Frame.__init__(self,win,width=700,height=700) + #self.pack(fill='both')#A DEGAGER + + self.frame=0 + self.file_opt={} + self.file_opt['filetypes'] = [('HDF5 file','.hdf5')] + self.file_opt['defaultextension'] ='.hdf5' + self.file_opt['title'] = 'Select a HDF5 file' + + self.feat=[] + self.data = [] + + self.file_var=StringVar() + self.file_var.set('HDF5 File: ') + self.file_lbl=Label(self,textvariable=self.file_var) + self.file_lbl.grid(row=0,column=1,columnspan=2) + + self.file_browse_button=Button(self,text='Browse',command=self.ask_open_and_load_file) + self.file_browse_button.grid(row=0,column=3) + + self.f=plt.figure() + self.a=self.f.add_subplot(111) + + self.canvas = FigureCanvasTkAgg(self.f, master=self) + self.canvas.show() + self.canvas.get_tk_widget().grid(column=1,row=1,rowspan=5,columnspan=3) + + self.plot_to_do=StringVar() + self.plot_to_do.trace('w',self.plot) + + self.xy_radbut=Radiobutton(self,text='X-Y Plot',variable=self.plot_to_do,value='xy') + self.xy_radbut.grid(column=0,row=1,sticky='W') + + self.xf_radbut=Radiobutton(self,text='X-Frame Plot',variable=self.plot_to_do,value='xf') + self.xf_radbut.grid(column=0,row=2,sticky='W') + + self.yf_radbut=Radiobutton(self,text='Y-Frame Plot',variable=self.plot_to_do,value='yf') + self.yf_radbut.grid(column=0,row=3,sticky='W') + + self.relxy_radbut=Radiobutton(self,text='relX-relY Plot',variable=self.plot_to_do,value='relxy') + self.relxy_radbut.grid(column=0,row=4,sticky='W') + + self.cell_shape_radbut=Radiobutton(self,text='Cell Shape',variable=self.plot_to_do,value='cellshape') + self.cell_shape_radbut.grid(column=0,row=5,sticky='W') + + self.next_frame_button=Button(self,text='Next',command=lambda : self.change_frame(1)) + self.prev_frame_button=Button(self,text='Previous',command=lambda : self.change_frame(-1)) + self.lbl=StringVar() + self.lbl.set('Frame {}'.format(self.frame+1)) + self.frame_lbl=Label(self,textvariable=self.lbl) + + self.datazip_filename=zip_filename + self.reader = Reader(ZipSource(self.datazip_filename)) + self.bgs = [] + for i in self.reader.range(): + self.bgs.append(self.reader.getframe()) + try: + self.reader.next() + except IndexError: + pass + + def plot(self,*args): + + #Clear de la figure sinon problème d'autoscale à cause de imshow().. Solution peut etre un peu drastique + self.f.clf() + self.a=self.f.add_subplot(111) + + self.next_frame_button.grid_forget() + self.prev_frame_button.grid_forget() + self.frame_lbl.grid_forget() + + legend_needed=True + leg=[] + cellnr=1 + for d in self.data: + t=d['center'] + leg.append('Cell nr {} ({},{})'.format(cellnr,int(t[0,0]),int(t[0,1]))) + cellnr+=1 + + + if self.plot_to_do.get() =='xy': + for d in self.data: + t=d['center'] + self.a.plot(t[:,0],t[:,1]) + self.a.set_xlabel('x') + self.a.set_ylabel('y') + + + if self.plot_to_do.get() =='xf': + for d in self.data: + f=d['frames'] + t=d['center'] + self.a.plot(f,t[:,0]) + self.a.set_xlabel('frame') + self.a.set_ylabel('x') + + if self.plot_to_do.get() =='yf': + for d in self.data: + f=d['frames'] + t=d['center'] + self.a.plot(f,t[:,1]) + self.a.set_xlabel('frame') + self.a.set_ylabel('y') + + + if self.plot_to_do.get() =='relxy': + for d in self.data : + t=d['center'] + self.a.plot(t[:,0]-t[0,0],t[:,1]-t[0,1]) + self.a.set_xlabel('$x_{rel}$') + self.a.set_ylabel('$y_{rel}$') + self.a.axvline(x=0,color='grey') + self.a.axhline(y=0,color='grey') + + if self.plot_to_do.get() =='cellshape': + self.next_frame_button.grid(column=3,row=6) + self.prev_frame_button.grid(column=1,row=6) + self.frame_lbl.grid(column=2,row=6) + legend_needed=False + self.plot_cell_shapes() + + if legend_needed: + l=self.a.legend(leg) + l.draggable() + + self.canvas.show() + + def plot_cell_shapes(self): + + for d in self.data: + t=d['halo'] + self.a.plot(t[self.frame,:,0],t[self.frame,:,1],'o') + t=d['soma'] + self.a.plot(t[self.frame,:,0],t[self.frame,:,1]) + self.a.set_xlabel('x') + self.a.set_ylabel('y') + self.a.set_xlim(0,len(self.bgs[self.frame][0,:])) + self.a.set_ylim(len(self.bgs[self.frame][:,0]),0) + self.a.imshow(self.bgs[self.frame],cmap=cm.gray) + + def change_frame(self,A): + if ( (A>0 and self.frame+A=0) ): + self.frame+=A + self.lbl.set('Frame {}'.format(self.frame+1)) + self.a.cla() + self.plot_cell_shapes() + self.canvas.show() + +#if self.frame==0 : +# self.prev_frame_button.config(state="disabled") +# elif self.frame==self.reader.N()-1: +# self.next_frame_button.config(state="disabled") +# else : +# self.next_frame_button.config(state="normal") +# self.prev_frame_button.config(state="normal") + + + def ask_open_and_load_file(self): + + self.hdf5_filename=tkFileDialog.askopenfilename(**self.file_opt) + self.file_var.set('HDF5 File: {}'.format(self.hdf5_filename)) + + self.feat,self.data=get_hdf5_data(self.hdf5_filename,fields=['center','halo','soma']) + + +if __name__== '__main__': + + win=Tk() + win.wm_title('IVCTrack GUI') + c=PlotFrame(win) + c.mainloop() diff --git a/ivctrack/TrackingFrame.py b/ivctrack/TrackingFrame.py new file mode 100644 index 0000000..f5a0ff3 --- /dev/null +++ b/ivctrack/TrackingFrame.py @@ -0,0 +1,293 @@ +# -*- coding: utf-8 -*- + +#A faire: + + +from Tkinter import * +import matplotlib +matplotlib.use('Tkagg') +from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg +import matplotlib.pyplot as plt +from reader import ZipSource,Reader +import matplotlib.cm as cm +import tkFileDialog +import tkMessageBox + +from cellmodel import Cell,test_experiment,import_marks + +class TrackingFrame(Frame): + + """Tracking frame :Allows to :_manually select the cells to track OR/AND import a .csv file containing the coordinates of previous marks. The marks used for the tracking are automatically saved under "selected_marks.csv" + _set the parameters of the tracking and save them or load previously saved parameters + _set the direction of the tracking""" + + def __init__(self,win,zip_filename): + Frame.__init__(self,win,width=700,height=700) + #self.pack(fill='both')#A DEGAGER + + #Parametres(N,radius,.. et direction du tracking) + self.params_lbl=Label(self,text='Parametres:') + self.params_lbl.grid(row=1,column=0,sticky='W') + + self.p1_lbl=Label(self,text='N') + self.p1_lbl.grid(column=1,row=1, sticky='W') + self.var_N=IntVar() + self.var_N.set(12) + self.p1_entry=Entry(self,textvariable=self.var_N) + self.p1_entry.grid(column=2,row=1) + + self.p2_lbl=Label(self,text='halo radius') + self.p2_lbl.grid(column=1,row=2, sticky='W') + self.var_hrad=IntVar() + self.var_hrad.set(20) + self.p1_entry=Entry(self,textvariable=self.var_hrad) + self.p1_entry.grid(column=2,row=2) + + self.p3_lbl=Label(self,text='soma radius') + self.p3_lbl.grid(column=1,row=3, sticky='W') + self.var_somrad=IntVar() + self.var_somrad.set(15) + self.p1_entry=Entry(self,textvariable=self.var_somrad) + self.p1_entry.grid(column=2,row=3) + + self.p4_lbl=Label(self,text='exp halo') + self.p4_lbl.grid(column=1,row=4, sticky='W') + self.var_hexp=IntVar() + self.var_hexp.set(15) + self.p1_entry=Entry(self,textvariable=self.var_hexp) + self.p1_entry.grid(column=2,row=4) + + self.p5_lbl=Label(self,text='exp soma') + self.p5_lbl.grid(column=1,row=5, sticky='W') + self.var_somexp=IntVar() + self.var_somexp.set(2) + self.p1_entry=Entry(self,textvariable=self.var_somexp) + self.p1_entry.grid(column=2,row=5) + + self.p6_lbl=Label(self,text='niter') + self.p6_lbl.grid(column=1,row=6, sticky='W') + self.var_niter=IntVar() + self.var_niter.set(5) + self.p1_entry=Entry(self,textvariable=self.var_niter) + self.p1_entry.grid(column=2,row=6) + + self.p7_lbl=Label(self,text='alpha') + self.p7_lbl.grid(column=1,row=7, sticky='W') + self.var_alpha=DoubleVar() + self.var_alpha.set(.75) + self.p1_entry=Entry(self,textvariable=self.var_alpha) + self.p1_entry.grid(column=2,row=7) + + self.save_param_button=Button(self,text='Save params',command=self.save_param) + self.save_param_button.grid(row=8,column=2) + + self.load_param_button=Button(self,text='Load params',command=self.load_param) + self.load_param_button.grid(row=8,column=1) + + self.dir_lbl=Label(self,text='Direction:') + self.dir_lbl.grid(row=9,sticky='W') + + self.f=plt.figure() + self.a=self.f.add_subplot(111) + + self.canvas = FigureCanvasTkAgg(self.f, master=self) + self.canvas.get_tk_widget().grid(column=3,row=1,rowspan=11,columnspan=3) + + self.radValue=StringVar() + self.radValue.set('fwd') + self.radValue.trace('w',self.change_bg) + self.fwd_radbut=Radiobutton(self,text='Forward',variable=self.radValue,value='fwd') + self.fwd_radbut.grid(column=1,row=9,sticky='W') + self.rev_radbut=Radiobutton(self,text='Reverse',variable=self.radValue,value='rev') + self.rev_radbut.grid(column=1,row=10,sticky='W') + + self.saveas_lbl=Label(self,text='Save as ') + self.saveas_lbl.grid(column=0,row=11,sticky='W') + + self.hdf5_filename=StringVar() + #self.hdf5_filename.set('results.hdf5') + self.saveas_entry=Entry(self,textvariable=self.hdf5_filename) + self.saveas_entry.grid(column=1,row=11) + + self.save_as_button=Button(self,text='Save as',command=self.browse) + self.save_as_button.grid(row=11,column=2) + + #Boutons pour quitter ou lancer le tracking + + self.reset_button=Button(self,text='Reset',command=self.reset) + self.reset_button.grid(row=12,column=1) + + self.track_button=Button(self,text='Track!',command=self.track) + self.track_button.grid(row=12,column=4,columnspan=1) + + self.check_res_button=Button(self,text='Check Results',state=DISABLED) + self.check_res_button.grid(row=12,column=5,columnspan=1) + + #Boutons pour charger/sauver les .csv + + self.import_csv_button=Button(self,text='Import marks (.csv)',command=self.load_csv) + self.import_csv_button.grid(row=12,column=3) + + cid=self.f.canvas.mpl_connect('button_release_event', self.onclick) + self.marks=[] + + #Import of the zip file + + self.datazip_filename=zip_filename + self.reader = Reader(ZipSource(self.datazip_filename)) + self.bg=self.reader.getframe() + + self.a.set_xlim(0,len(self.bg[0,:])) + self.a.set_ylim(len(self.bg[:,0]),0) + + self.a.imshow(self.bg,cmap=cm.gray) + + self.canvas.show() + + def onclick(self,event): + self.params = {'N':self.var_N.get(),'radius_halo':self.var_hrad.get(),'radius_soma':self.var_somrad.get(),'exp_halo':self.var_hexp.get(),'exp_soma':self.var_somexp.get(),'niter':self.var_niter.get(),'alpha':self.var_alpha.get()} + + #Tracking sur la frame affichee + c=Cell(event.xdata,event.ydata,**self.params) + c.update(self.bg) + + halo=c.rec()[1] + soma=c.rec()[2] + self.a.plot(halo[:,0],halo[:,1],'o') + self.a.plot(soma[:,0],soma[:,1]) + self.canvas.show() + + if self.radValue.get()=='fwd': + self.marks.append( (c.rec()[0][0],c.rec()[0][1],0) ) + elif self.radValue.get()=='rev': + self.marks.append( (c.rec()[0][0],c.rec()[0][1],self.reader.N()-1) ) + + def reset(self): + #Parametres par defaut + self.var_N.set(12) + self.var_alpha.set(.75) + self.var_niter.set(5) + self.var_hrad.set(20) + self.var_somrad.set(15) + self.var_somexp.set(2) + self.var_hexp.set(15) + self.hdf5_filename.set('results.hdf5') + + #Enlever les marques deja faites + self.marks=[] + self.a.cla() + self.a.set_xlim(0,len(self.bg[0,:])) + self.a.set_ylim(len(self.bg[:,0]),0) + self.a.imshow(self.bg,cmap=cm.gray) + self.canvas.show() + + + def track(self): + import csv + import numpy as np + + if self.hdf5_filename.get() == "": + tkMessageBox.showerror("No filename chosen","Please define a filename.") + self.saveas_entry.set + else: + + csvmarks=np.asarray(self.marks) + self.marks_filename='selected_marks.csv' + marksfile=open(self.marks_filename, 'wb') + csvwriter=csv.writer(marksfile, delimiter=',') + + #enregistrement des marques effectuees manuellement + for c in csvmarks: + csvwriter.writerow([c[0]] + [c[1]] + [int(c[2])]) + marksfile.close() + + test_experiment(datazip_filename=self.datazip_filename,marks_filename=self.marks_filename,hdf5_filename=self.hdf5_filename.get(),dir=self.radValue.get(),params=self.params) + self.check_res_button['state']='active' + + def change_bg(self,*args): + if self.radValue.get()=='fwd': + self.bg=self.reader.rewind() + elif self.radValue.get()=='rev': + self.bg=self.reader.ff() + + self.a.imshow(self.bg,cmap=cm.gray) + self.canvas.show() + + def load_csv(self): + #Enlever les marques deja faites + self.marks=[] + self.a.cla() + self.a.set_xlim(0,len(self.bg[0,:])) + self.a.set_ylim(len(self.bg[:,0]),0) + self.a.imshow(self.bg,cmap=cm.gray) + self.canvas.show() + + self.params = {'N':self.var_N.get(),'radius_halo':self.var_hrad.get(),'radius_soma':self.var_somrad.get(),'exp_halo':self.var_hexp.get(),'exp_soma':self.var_somexp.get(),'niter':self.var_niter.get(),'alpha':self.var_alpha.get()} + + self.file_opt={} + self.file_opt['filetypes'] = [('CSV file','.csv')] + self.file_opt['defaultextension'] ='.csv' + self.file_opt['title'] = 'Select a csv file with the marks' + + self.marks=list(import_marks(tkFileDialog.askopenfilename(**self.file_opt))) + + for i in range(len(self.marks)): + c=Cell(self.marks[i][0],self.marks[i][1],**self.params) + c.update(self.bg) + + halo=c.rec()[1] + soma=c.rec()[2] + self.a.plot(halo[:,0],halo[:,1],'o') + self.a.plot(soma[:,0],soma[:,1]) + self.canvas.show() + + def browse(self): + self.file_opt={} + self.file_opt['filetypes'] = [('HDF5 File','.hdf5')] + self.file_opt['defaultextension'] ='.hdf5' + self.file_opt['title'] = 'Save as...' + + self.hdf5_filename.set(tkFileDialog.asksaveasfilename(**self.file_opt)) + + def save_param(self): + import json + + file_opt={} + file_opt['filetypes'] = [('JSON files','.json')] + file_opt['defaultextension'] ='.json' + file_opt['title'] = 'Save parameters as..' + + self.param_filename=tkFileDialog.asksaveasfilename(**file_opt) + + s = json.dumps(self.params) + fid = open(self.param_filename,'w+t') + fid.write(s) + del fid + print 'parameters saved in ',self.param_filename + + def load_param(self): + import json + file_opt={} + file_opt['filetypes'] = [('JSON files','.json')] + file_opt['defaultextension'] ='.json' + file_opt['title'] = "Choose parameters' file" + + self.param_filename=tkFileDialog.askopenfilename(**file_opt) + + self.params=json.loads(open(self.param_filename).read()) + + self.var_N.set(self.params['N']) + self.var_alpha.set(self.params['alpha']) + self.var_niter.set(self.params['niter']) + self.var_hrad.set(self.params['radius_halo']) + self.var_somrad.set(self.params['radius_soma']) + self.var_somexp.set(self.params['exp_soma']) + self.var_hexp.set(self.params['exp_halo']) + + +if __name__== '__main__': + + win=Tk() + win.wm_title('IVCTrack GUI') + c=TrackingFrame(win) + c.mainloop() From 5f1f1ecdf328abf7a93e0befa869c7e6dcd19e9d Mon Sep 17 00:00:00 2001 From: De Almeida Luis Date: Sat, 3 May 2014 15:58:11 +0200 Subject: [PATCH 02/10] suppression of deprecated imports --- ivctrack/MainWindow.py | 3 --- 1 file changed, 3 deletions(-) diff --git a/ivctrack/MainWindow.py b/ivctrack/MainWindow.py index 3a31ecf..eb61936 100644 --- a/ivctrack/MainWindow.py +++ b/ivctrack/MainWindow.py @@ -6,10 +6,7 @@ from Tkinter import * from TrackingFrame import TrackingFrame from PlotFrame import PlotFrame -from MeasFrame import MeasFrame from AniFrame import AniFrame - -from MeasFrameV2 import MeasFrameV2 from MeasFrameV3 import MeasFrameV3 import tkFileDialog From b65befb5c89d4fe21d8397bcc9ea3fd1be121aaa Mon Sep 17 00:00:00 2001 From: De Almeida Luis Date: Sat, 3 May 2014 15:58:35 +0200 Subject: [PATCH 03/10] addition of a railing --- ivctrack/TrackingFrame.py | 7 ++----- 1 file changed, 2 insertions(+), 5 deletions(-) diff --git a/ivctrack/TrackingFrame.py b/ivctrack/TrackingFrame.py index f5a0ff3..ad25768 100644 --- a/ivctrack/TrackingFrame.py +++ b/ivctrack/TrackingFrame.py @@ -120,8 +120,6 @@ def __init__(self,win,zip_filename): self.track_button=Button(self,text='Track!',command=self.track) self.track_button.grid(row=12,column=4,columnspan=1) - self.check_res_button=Button(self,text='Check Results',state=DISABLED) - self.check_res_button.grid(row=12,column=5,columnspan=1) #Boutons pour charger/sauver les .csv @@ -186,8 +184,8 @@ def track(self): import csv import numpy as np - if self.hdf5_filename.get() == "": - tkMessageBox.showerror("No filename chosen","Please define a filename.") + if self.hdf5_filename.get() == "" or self.marks==[]: + tkMessageBox.showerror("Track settings incomplete","Either a filename has not been defined or no cells have been selected. Please verify your settings.") self.saveas_entry.set else: @@ -202,7 +200,6 @@ def track(self): marksfile.close() test_experiment(datazip_filename=self.datazip_filename,marks_filename=self.marks_filename,hdf5_filename=self.hdf5_filename.get(),dir=self.radValue.get(),params=self.params) - self.check_res_button['state']='active' def change_bg(self,*args): if self.radValue.get()=='fwd': From 6a82c9a8b130c6f74d9abaf8b6fd649df9a58e1e Mon Sep 17 00:00:00 2001 From: De Almeida Luis Date: Mon, 5 May 2014 11:29:38 +0200 Subject: [PATCH 04/10] suppression d'imports --- ivctrack/AniFrame.py | 1 - ivctrack/MeasFrameV3.py | 3 +-- ivctrack/PlotFrame.py | 1 - ivctrack/selected_marks.csv | 11 +++++++++++ ivctrack/test.hdf5 | Bin 0 -> 419600 bytes 5 files changed, 12 insertions(+), 4 deletions(-) create mode 100644 ivctrack/selected_marks.csv create mode 100644 ivctrack/test.hdf5 diff --git a/ivctrack/AniFrame.py b/ivctrack/AniFrame.py index 9ffafa5..0b5840e 100644 --- a/ivctrack/AniFrame.py +++ b/ivctrack/AniFrame.py @@ -19,7 +19,6 @@ from hdf5_read import get_hdf5_data import matplotlib.animation as anim -import os class AniFrame(Frame): """Frame displaying the results of the tracking as a video, and allowing to save it. Will NOT work if FFmpeg is not installed.""" diff --git a/ivctrack/MeasFrameV3.py b/ivctrack/MeasFrameV3.py index e7f010c..72b2a6e 100644 --- a/ivctrack/MeasFrameV3.py +++ b/ivctrack/MeasFrameV3.py @@ -18,7 +18,6 @@ from reader import ZipSource,Reader import matplotlib.cm as cm -import os class MeasFrameV3(Frame): """Frame allowing a deeper trajectory analysis, based on the measurement module """ @@ -113,7 +112,7 @@ def set_frame(self): self.features_list.append(Label(self,text=feat)) self.values_list.append(Label(self)) - units=['px','px/frame','px/frame','px^2','px','/','/']# A vérifier + units=['px','px/frame','px/frame','px^2','px','/','/'] for unit in units: self.units_list.append(Label(self,text=unit)) diff --git a/ivctrack/PlotFrame.py b/ivctrack/PlotFrame.py index b7e0095..93411a0 100644 --- a/ivctrack/PlotFrame.py +++ b/ivctrack/PlotFrame.py @@ -14,7 +14,6 @@ import tkFileDialog -import os class PlotFrame(Frame): """Frame that allows the user to view the results of the 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1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Lors de l'éxecution d'un tracking plusieurs fichiers sont générés et stockés dans un dossier : _un fichier .hdf5 contenant les infos % cellules _un fichier .csv contenant les marquages (marks) _un fichier .json contenant les paramètres du tracking _un fichier .mp4 du résultat de tracking sur toute la sséquence --- ivctrack/TrackingFrame.py | 162 +++++++++++++++++++++++++++++------- ivctrack/selected_marks.csv | 11 --- ivctrack/test.hdf5 | Bin 419600 -> 0 bytes 3 files changed, 134 insertions(+), 39 deletions(-) delete mode 100644 ivctrack/selected_marks.csv delete mode 100644 ivctrack/test.hdf5 diff --git a/ivctrack/TrackingFrame.py b/ivctrack/TrackingFrame.py index ad25768..235e7e6 100644 --- a/ivctrack/TrackingFrame.py +++ b/ivctrack/TrackingFrame.py @@ -12,7 +12,10 @@ import matplotlib.cm as cm import tkFileDialog import tkMessageBox +import os +import matplotlib.animation as anim +from hdf5_read import get_hdf5_data from cellmodel import Cell,test_experiment,import_marks class TrackingFrame(Frame): @@ -78,9 +81,6 @@ def __init__(self,win,zip_filename): self.p1_entry=Entry(self,textvariable=self.var_alpha) self.p1_entry.grid(column=2,row=7) - self.save_param_button=Button(self,text='Save params',command=self.save_param) - self.save_param_button.grid(row=8,column=2) - self.load_param_button=Button(self,text='Load params',command=self.load_param) self.load_param_button.grid(row=8,column=1) @@ -105,17 +105,22 @@ def __init__(self,win,zip_filename): self.saveas_lbl.grid(column=0,row=11,sticky='W') self.hdf5_filename=StringVar() - #self.hdf5_filename.set('results.hdf5') self.saveas_entry=Entry(self,textvariable=self.hdf5_filename) self.saveas_entry.grid(column=1,row=11) self.save_as_button=Button(self,text='Save as',command=self.browse) self.save_as_button.grid(row=11,column=2) + + self.create_folder = IntVar() + self.create_folder.set(1) + self.create_folder_checkbutton = Checkbutton(self,text='Create Folder',variable=self.create_folder) + self.create_folder_checkbutton.grid(row=12, column=1) + #Boutons pour quitter ou lancer le tracking self.reset_button=Button(self,text='Reset',command=self.reset) - self.reset_button.grid(row=12,column=1) + self.reset_button.grid(row=12,column=2) self.track_button=Button(self,text='Track!',command=self.track) self.track_button.grid(row=12,column=4,columnspan=1) @@ -137,12 +142,26 @@ def __init__(self,win,zip_filename): self.a.set_xlim(0,len(self.bg[0,:])) self.a.set_ylim(len(self.bg[:,0]),0) - - self.a.imshow(self.bg,cmap=cm.gray) + + self.frame_text=self.a.text(10,20,'') + + self.im = self.a.imshow(self.bg,cmap=cm.gray) self.canvas.show() + + self.static_halo=[] + self.static_soma=[] + + self.halo=[] + self.soma=[] + self.trajectory=[] + + self.halo.append(self.a.plot([],[],'o')) + self.soma.append(self.a.plot([],[])) + self.trajectory.append(self.a.plot([],[])) def onclick(self,event): + self.params = {'N':self.var_N.get(),'radius_halo':self.var_hrad.get(),'radius_soma':self.var_somrad.get(),'exp_halo':self.var_hexp.get(),'exp_soma':self.var_somexp.get(),'niter':self.var_niter.get(),'alpha':self.var_alpha.get()} #Tracking sur la frame affichee @@ -151,8 +170,8 @@ def onclick(self,event): halo=c.rec()[1] soma=c.rec()[2] - self.a.plot(halo[:,0],halo[:,1],'o') - self.a.plot(soma[:,0],soma[:,1]) + self.static_halo.append(self.a.plot(halo[:,0],halo[:,1],'o')) + self.static_soma.append(self.a.plot(soma[:,0],soma[:,1])) self.canvas.show() if self.radValue.get()=='fwd': @@ -160,6 +179,10 @@ def onclick(self,event): elif self.radValue.get()=='rev': self.marks.append( (c.rec()[0][0],c.rec()[0][1],self.reader.N()-1) ) + self.halo.append(self.a.plot([],[],'o')) + self.soma.append(self.a.plot([],[])) + self.trajectory.append(self.a.plot([],[])) + def reset(self): #Parametres par defaut self.var_N.set(12) @@ -169,16 +192,29 @@ def reset(self): self.var_somrad.set(15) self.var_somexp.set(2) self.var_hexp.set(15) - self.hdf5_filename.set('results.hdf5') + self.hdf5_filename.set('') #Enlever les marques deja faites self.marks=[] self.a.cla() self.a.set_xlim(0,len(self.bg[0,:])) self.a.set_ylim(len(self.bg[:,0]),0) - self.a.imshow(self.bg,cmap=cm.gray) + self.reader.rewind() + self.bg=self.reader.getframe() + self.im = self.a.imshow(self.bg,cmap=cm.gray) self.canvas.show() + self.static_halo=[] + self.static_soma=[] + + self.halo=[] + self.soma=[] + self.trajectory=[] + + self.halo.append(self.a.plot([],[],'o')) + self.soma.append(self.a.plot([],[])) + self.trajectory.append(self.a.plot([],[])) + def track(self): import csv @@ -188,9 +224,21 @@ def track(self): tkMessageBox.showerror("Track settings incomplete","Either a filename has not been defined or no cells have been selected. Please verify your settings.") self.saveas_entry.set else: - + + #If the user wants a folder reuniting all files related to a single tracking or not + if (self.create_folder.get()): + foldername = self.hdf5_filename.get() + filename = foldername +'/tracks.hdf5' + self.marks_filename = foldername + '/marks.csv' + param_filename = foldername + '/params.json' + os.mkdir(foldername) + + else : + filename = self.hdf5_filename.get() + '.hdf5' + self.marks_filename = 'selected_marks.csv' + csvmarks=np.asarray(self.marks) - self.marks_filename='selected_marks.csv' + marksfile=open(self.marks_filename, 'wb') csvwriter=csv.writer(marksfile, delimiter=',') @@ -198,8 +246,46 @@ def track(self): for c in csvmarks: csvwriter.writerow([c[0]] + [c[1]] + [int(c[2])]) marksfile.close() + + test_experiment(datazip_filename=self.datazip_filename,marks_filename=self.marks_filename,hdf5_filename=filename,dir=self.radValue.get(),params=self.params) + + if (self.create_folder.get()): + self.save_param(param_filename) + self.save_mp4(self.hdf5_filename.get()) + + def save_mp4(self,foldername): + + self.feat,self.data=get_hdf5_data(foldername + '/tracks.hdf5',fields=['center','halo','soma']) + + for k in range(len(self.static_halo)): + self.static_halo[k][0].set_data([],[]) + self.static_soma[k][0].set_data([],[]) + + writer = anim.writers['ffmpeg'] + writer = writer(fps=5) + + with writer.saving(self.f,foldername + '/vid.mp4',200): + self.reader.rewind() + print "Saving to video... ", + for i in range(self.reader.N()): + + self.bg=self.reader.getframe() + self.im.set_data(self.bg) + try: + self.reader.next() + except IndexError: + pass + + self.plot_halo(i) + self.plot_soma(i) + self.plot_trajectory(i) + + self.frame_text.set_text(i) + + writer.grab_frame() + print "Video correctly saved as "#, foldername +'/vid.mp4' - test_experiment(datazip_filename=self.datazip_filename,marks_filename=self.marks_filename,hdf5_filename=self.hdf5_filename.get(),dir=self.radValue.get(),params=self.params) + self.reset() def change_bg(self,*args): if self.radValue.get()=='fwd': @@ -234,33 +320,26 @@ def load_csv(self): halo=c.rec()[1] soma=c.rec()[2] - self.a.plot(halo[:,0],halo[:,1],'o') - self.a.plot(soma[:,0],soma[:,1]) + self.static_halo.append(self.a.plot(halo[:,0],halo[:,1],'o')) + self.static_soma.append(self.a.plot(soma[:,0],soma[:,1])) self.canvas.show() def browse(self): self.file_opt={} - self.file_opt['filetypes'] = [('HDF5 File','.hdf5')] - self.file_opt['defaultextension'] ='.hdf5' + #self.file_opt['filetypes'] = [('HDF5 File','.hdf5')] + #self.file_opt['defaultextension'] ='.hdf5' self.file_opt['title'] = 'Save as...' self.hdf5_filename.set(tkFileDialog.asksaveasfilename(**self.file_opt)) - def save_param(self): + def save_param(self,filename): import json - - file_opt={} - file_opt['filetypes'] = [('JSON files','.json')] - file_opt['defaultextension'] ='.json' - file_opt['title'] = 'Save parameters as..' - - self.param_filename=tkFileDialog.asksaveasfilename(**file_opt) s = json.dumps(self.params) - fid = open(self.param_filename,'w+t') + fid = open(filename,'w+t') fid.write(s) del fid - print 'parameters saved in ',self.param_filename + print 'parameters saved in ',filename def load_param(self): import json @@ -280,6 +359,33 @@ def load_param(self): self.var_somrad.set(self.params['radius_soma']) self.var_somexp.set(self.params['exp_soma']) self.var_hexp.set(self.params['exp_halo']) + + def plot_halo(self,i): + k=0 + for d in self.data: + t=d['halo'] + x=t[i,:,0] + y=t[i,:,1] + self.halo[k][0].set_data(x,y) + k+=1 + + def plot_soma(self,i): + k=0 + for d in self.data: + t=d['soma'] + x=t[i,:,0] + y=t[i,:,1] + self.soma[k][0].set_data(x,y) + k+=1 + + def plot_trajectory(self,i): + k=0 + for d in self.data: + t=d['center'] + x=t[0:i,0] + y=t[0:i,1] + self.trajectory[k][0].set_data(x,y) + k+=1 if __name__== '__main__': diff --git a/ivctrack/selected_marks.csv b/ivctrack/selected_marks.csv deleted file mode 100644 index 114566e..0000000 --- a/ivctrack/selected_marks.csv +++ /dev/null @@ -1,11 +0,0 @@ -85.27349845221093,181.73245301665227,0 -220.18813557878954,184.83560370924013,0 -290.3712104102309,124.70817432437651,0 -374.29338855179793,67.847656653383964,0 -407.16781159031819,159.95065458009853,0 -498.02453808408274,109.00296690019438,0 -587.32514448333166,148.6112109530101,0 -564.37264424011516,33.831550310887437,0 -429.4869627834787,251.51971396390309,0 -357.48021797723754,239.4384076754753,0 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Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ivctrack/TrackingFrame.py | 20 +++++++++++++++++++- 1 file changed, 19 insertions(+), 1 deletion(-) diff --git a/ivctrack/TrackingFrame.py b/ivctrack/TrackingFrame.py index 235e7e6..5788ada 100644 --- a/ivctrack/TrackingFrame.py +++ b/ivctrack/TrackingFrame.py @@ -17,6 +17,8 @@ from hdf5_read import get_hdf5_data from cellmodel import Cell,test_experiment,import_marks +from measurement import speed_feature_extraction + class TrackingFrame(Frame): @@ -252,6 +254,22 @@ def track(self): if (self.create_folder.get()): self.save_param(param_filename) self.save_mp4(self.hdf5_filename.get()) + + + self.feat,self.data=get_hdf5_data(foldername + '/tracks.hdf5',fields=['center','halo','soma']) + feat_name, measures=speed_feature_extraction(self.data) + + feat_file = open(foldername + '/features.csv', 'wb') + csvwriter = csv.writer(feat_file, delimiter=',') + + csvwriter.writerow(['x'] + ['y'] + [feat_name[0]] + [feat_name[1]] + [feat_name[2]] + [feat_name[3]] + [feat_name[4]] + [feat_name[5]] + [feat_name[6]]) + measures = np.asarray(measures) + i = 0 + for c in csvmarks: + csvwriter.writerow([c[0]] + [c[1]] + [measures[i][0]] + [measures[i][1]] + [measures[i][2]] + [measures[i][3]] + [measures[i][4]] + [measures[i][5]] + [measures[i][6]]) + i+=1 + feat_file.close() + def save_mp4(self,foldername): @@ -266,7 +284,7 @@ def save_mp4(self,foldername): with writer.saving(self.f,foldername + '/vid.mp4',200): self.reader.rewind() - print "Saving to video... ", + print "Saving video... " for i in range(self.reader.N()): self.bg=self.reader.getframe() From f84f7c7b4d14ef1aee70d21d524f7be7ed44d622 Mon Sep 17 00:00:00 2001 From: De Almeida Luis Date: Wed, 7 May 2014 17:47:24 +0200 Subject: [PATCH 07/10] =?UTF-8?q?r=C3=A9arrangement?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ivctrack/TrackingFrame.py | 35 +++++++++++++++++------------------ 1 file changed, 17 insertions(+), 18 deletions(-) diff --git a/ivctrack/TrackingFrame.py b/ivctrack/TrackingFrame.py index 5788ada..0fc83f9 100644 --- a/ivctrack/TrackingFrame.py +++ b/ivctrack/TrackingFrame.py @@ -252,29 +252,28 @@ def track(self): test_experiment(datazip_filename=self.datazip_filename,marks_filename=self.marks_filename,hdf5_filename=filename,dir=self.radValue.get(),params=self.params) if (self.create_folder.get()): + self.feat,self.data=get_hdf5_data(foldername + '/tracks.hdf5',fields=['center','halo','soma']) self.save_param(param_filename) self.save_mp4(self.hdf5_filename.get()) - - - self.feat,self.data=get_hdf5_data(foldername + '/tracks.hdf5',fields=['center','halo','soma']) - feat_name, measures=speed_feature_extraction(self.data) - - feat_file = open(foldername + '/features.csv', 'wb') - csvwriter = csv.writer(feat_file, delimiter=',') - - csvwriter.writerow(['x'] + ['y'] + [feat_name[0]] + [feat_name[1]] + [feat_name[2]] + [feat_name[3]] + [feat_name[4]] + [feat_name[5]] + [feat_name[6]]) - measures = np.asarray(measures) - i = 0 - for c in csvmarks: - csvwriter.writerow([c[0]] + [c[1]] + [measures[i][0]] + [measures[i][1]] + [measures[i][2]] + [measures[i][3]] + [measures[i][4]] + [measures[i][5]] + [measures[i][6]]) - i+=1 - feat_file.close() - + + feat_name, measures=speed_feature_extraction(self.data) + + feat_file = open(foldername + '/features.csv', 'wb') + csvwriter = csv.writer(feat_file, delimiter=',') + + csvwriter.writerow(['x'] + ['y'] + [feat_name[0]] + [feat_name[1]] + [feat_name[2]] + [feat_name[3]] + [feat_name[4]] + [feat_name[5]] + [feat_name[6]]) + measures = np.asarray(measures) + i = 0 + for c in csvmarks: + csvwriter.writerow([c[0]] + [c[1]] + [measures[i][0]] + [measures[i][1]] + [measures[i][2]] + [measures[i][3]] + [measures[i][4]] + [measures[i][5]] + [measures[i][6]]) + i+=1 + feat_file.close() + + def save_mp4(self,foldername): - self.feat,self.data=get_hdf5_data(foldername + '/tracks.hdf5',fields=['center','halo','soma']) - + for k in range(len(self.static_halo)): self.static_halo[k][0].set_data([],[]) self.static_soma[k][0].set_data([],[]) From c49c09d164336ae379f3065b6bc5b6d38bd659b8 Mon Sep 17 00:00:00 2001 From: De Almeida Luis Date: Thu, 8 May 2014 18:09:56 +0200 Subject: [PATCH 08/10] Documentation and readme --- ivctrack/AniFrame.py | 70 ++++++++------- ivctrack/MainWindow.py | 30 ++++--- ivctrack/MeasFrameV3.py | 49 ++++++----- ivctrack/PlotFrame.py | 77 ++++++++--------- ivctrack/README.rst | 52 ++++++++++++ ivctrack/TrackingFrame.py | 173 +++++++++++++++++++------------------- 6 files changed, 258 insertions(+), 193 deletions(-) create mode 100644 ivctrack/README.rst diff --git a/ivctrack/AniFrame.py b/ivctrack/AniFrame.py index 0b5840e..5db2615 100644 --- a/ivctrack/AniFrame.py +++ b/ivctrack/AniFrame.py @@ -1,35 +1,35 @@ # -*- coding: utf-8 -*- -#A faire : - -import matplotlib -matplotlib.use('Tkagg') - -from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg, NavigationToolbar2TkAgg - -from matplotlib.figure import Figure +'''This file implements a frame allowing to verify the tracking through an animation (which can be saved). +''' +__author__ = ' De Almeida Luis ' +#------generic imports------ from Tkinter import * +import tkFileDialog +#------specific imports------ +import matplotlib +matplotlib.use('Tkagg') +from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg import matplotlib.pyplot as plt - -from reader import ZipSource,Reader import matplotlib.cm as cm -import tkFileDialog - -from hdf5_read import get_hdf5_data import matplotlib.animation as anim +#------ivctrack toolbox imports------ +from reader import ZipSource,Reader +from hdf5_read import get_hdf5_data class AniFrame(Frame): """Frame displaying the results of the tracking as a video, and allowing to save it. Will NOT work if FFmpeg is not installed.""" def __init__(self,win,zip_filename): Frame.__init__(self,win) - #self.pack(fill='both') self.feat=[] self.data = [] + #----------------------------------------------------GUI IMPLEMENTATION----------------------------------------- + self.file_var=StringVar() self.file_var.set('HDF5 File: ') self.file_lbl=Label(self,textvariable=self.file_var) @@ -37,18 +37,6 @@ def __init__(self,win,zip_filename): self.file_browse_button=Button(self,text='Browse',command=self.ask_open_and_load_file) self.file_browse_button.grid(row=0,column=4) - - self.f=plt.figure() - self.a=self.f.add_subplot(111) - - h=[] - s=[] - - self.frame_text=self.a.text(10,20,'') - - self.canvas = FigureCanvasTkAgg(self.f, master=self) - self.canvas.show() - self.canvas.get_tk_widget().grid(row=1,column=2,rowspan=3,columnspan=3) self.soma_var=BooleanVar() self.soma_check=Checkbutton(self,text='Soma',variable=self.soma_var) @@ -70,10 +58,21 @@ def __init__(self,win,zip_filename): self.var_dpi=IntVar() self.var_dpi.set(200) self.dpi_entry=Entry(self,textvariable=self.var_dpi) + + #-----Configuration of the tracking canvas------ + self.f=plt.figure() + self.a=self.f.add_subplot(111) + + self.frame_text=self.a.text(10,20,'') + + self.canvas = FigureCanvasTkAgg(self.f, master=self) + self.canvas.show() + self.canvas.get_tk_widget().grid(row=1,column=2,rowspan=3,columnspan=3) + + #------------------------------------------------------END------------------------------------------------------------- - self.writer=anim.writers['ffmpeg'] - self.writer=self.writer(fps=5) + #------import of the zip file & update of the canvas------ self.datazip_filename = zip_filename self.reader = Reader(ZipSource(self.datazip_filename)) @@ -83,6 +82,10 @@ def __init__(self,win,zip_filename): self.a.set_xlim(0,len(self.bg[0,:])) self.a.set_ylim(len(self.bg[:,0]),0) + + #------MP4 writer------ + self.writer=anim.writers['ffmpeg'] + self.writer=self.writer(fps=5) def ask_open_and_load_file(self): @@ -111,12 +114,14 @@ def ask_open_and_load_file(self): def play(self): + self.cell_ani = anim.FuncAnimation(fig=self.f, func=self.update_img,init_func=self.init_im,frames=self.reader.N(),blit=False) self.canvas.show() self.play_button.grid_forget() def save(self): - + """Exports the animation to a MP4 file. + """ self.file_opt={} self.file_opt['filetypes'] = [('MP4 files','.mp4')] self.file_opt['defaultextension'] ='.mp4' @@ -208,10 +213,3 @@ def plot_trajectory(self,i): y=t[0:i,1] self.trajectory[k][0].set_data(x,y) k+=1 - - -if __name__=='__main__': - root =Tk() - root.wm_title("Simple tracking results plot") - c=AniFrame(root) - c.mainloop() diff --git a/ivctrack/MainWindow.py b/ivctrack/MainWindow.py index eb61936..c1d6eff 100644 --- a/ivctrack/MainWindow.py +++ b/ivctrack/MainWindow.py @@ -1,20 +1,24 @@ # -*- coding: utf-8 -*- +'''This file implements the menu frame of the GUI for the ivctrack module +''' +__author__ = ' De Almeida Luis ' -#A faire: -#1.Problème récursif de fichier inaccessible (seulement ceux que je crée via l'interface). Peut etre faut il les refermer apres les avoir ouvert avec askopenfile? Mais du coup pq ça ne le fait pas avec les fichiers créés via l'invite de commandes? /!\ -#3. Dégager la toolbar et la faire apparaitre au bon endroit +#------generic imports------ from Tkinter import * +import tkFileDialog + +#-------local imports------ from TrackingFrame import TrackingFrame from PlotFrame import PlotFrame from AniFrame import AniFrame from MeasFrameV3 import MeasFrameV3 -import tkFileDialog + class MainFrame(Frame): """Main menu frame : The user can either start a new tracking or view results from previous trackings - The .zip file whch contains the image sequences is linked to the menu window and can only be modified from there""" + The .zip file which contains the image sequences is linked to the menu window and can only be modified from there""" def __init__(self,win): Frame.__init__(self,win,width=700,height=700) self.pack() @@ -32,6 +36,9 @@ def __init__(self,win): self.file_opt['filetypes'] = [('ZIP file','.zip')] self.file_opt['defaultextension'] ='.zip' self.file_opt['title'] = 'Select a zipped sequence file' + + + #----------------------------------------------------GUI IMPLEMENTATION----------------------------------------- self.track_button=Button(self,text='Start Tracking',command=lambda : self.track()) self.track_button.pack(fill='both') @@ -59,7 +66,8 @@ def __init__(self,win): self.back_button=Button(self,text='Back',command = lambda : self.back()) - + #------------------------------------------------------END------------------------------------------------------------- + def back(self): """Return to the menu window. """ @@ -120,8 +128,6 @@ def plot(self): def measurements(self): """Method that transits from the menu to the frame that displays multiple measures""" -#self.meas_frame=MeasFrame(win) - if self.datazip_filename=="": self.change_zip() self.meas_frame=MeasFrameV3(win,self.datazip_filename) @@ -148,10 +154,12 @@ def play(self): self.back_button.pack(side='bottom') def change_zip(self): - """Method that allows the user to change the current .zip file """ + """Method that allows the user to change the current sequence ZIP file """ self.datazip_filename=tkFileDialog.askopenfilename(**self.file_opt) - self.zip_var.set("Change Zip File ({})".format(self.datazip_filename.rsplit('/')[-1])) - + try: + self.zip_var.set("Change Zip File ({})".format(self.datazip_filename.rsplit('/')[-1])) + except AttributeError: + pass if __name__== '__main__': diff --git a/ivctrack/MeasFrameV3.py b/ivctrack/MeasFrameV3.py index 72b2a6e..60e3462 100644 --- a/ivctrack/MeasFrameV3.py +++ b/ivctrack/MeasFrameV3.py @@ -1,30 +1,29 @@ # -*- coding: utf-8 -*- -#Cette version vise à être plus élégante que la précédente -#A faire : - Pour les plots supp, j'ai compris le problème et il est en partie réglé.. -#Cette version differe de la V1 car elle permet de donner des valeurs quantitatives des features +'''This file implements the frame displaying various measures related to the movement of the cells. +''' +__author__ = ' De Almeida Luis ' +#------generic imports------ from Tkinter import * + +#------specfic imports------ import matplotlib matplotlib.use('Tkagg') -from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg, NavigationToolbar2TkAgg +from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg import matplotlib.pyplot as plt import tkFileDialog +import matplotlib.cm as cm +#------ivctrack toolbox imports------ from hdf5_read import get_hdf5_data -from measurement import speed_feature_extraction -from measurement import filter -from measurement import scaling_exponent -from measurement import relative_direction_distribution - +from measurement import speed_feature_extraction,filter,scaling_exponent,relative_direction_distribution from reader import ZipSource,Reader -import matplotlib.cm as cm class MeasFrameV3(Frame): - """Frame allowing a deeper trajectory analysis, based on the measurement module """ + """Frame allowing a deeper trajectory analysis, based on the measurement module of the ivctrack toolbox. """ def __init__(self,win, zip_filename): Frame.__init__(self,win,width=700,height=700) - #self.pack(fill='both')#A DEGAGER self.file_opt={} self.file_opt['filetypes'] = [('HDF5 file','.hdf5')] @@ -36,6 +35,8 @@ def __init__(self,win, zip_filename): self.button_list=[] + #----------------------------------------------------GUI IMPLEMENTATION----------------------------------------- + self.file_var=StringVar() self.file_var.set('HDF5 File: ') self.file_lbl=Label(self,textvariable=self.file_var) @@ -44,11 +45,15 @@ def __init__(self,win, zip_filename): self.file_browse_button=Button(self,text='Browse',command=self.ask_open_and_load_file) self.file_browse_button.grid(row=0,column=1+1) + #-----Configuration of the tracking canvas------ self.f=plt.figure() self.a=self.f.add_subplot(111) self.canvas = FigureCanvasTkAgg(self.f, master=self) self.canvas.get_tk_widget().grid(column=1+0,row=1,columnspan=2) + #------------------------------------------------------END------------------------------------------------------------- + + #------import of the zip file & update of the canvas------ self.datazip_filename=zip_filename self.reader = Reader(ZipSource(self.datazip_filename)) self.bg=self.reader.getframe() @@ -101,6 +106,8 @@ def set_frame(self): self.button_rel_dir_list=[] self.button_lin_fit_list=[] + + #----------------------------------------------------GUI IMPLEMENTATION----------------------------------------- self.file_lbl.grid(row=0,column=1+0,columnspan=2*self.nrcells-1) self.file_browse_button.grid(row=0,column=1+2*self.nrcells-1) @@ -132,9 +139,12 @@ def set_frame(self): self.cell_list.bind('',self.show_meas) self.cell_list.grid(column=0,row=1,rowspan=3) + #------------------------------------------------------END------------------------------------------------------------- - def show_meas(self,event): + def show_meas(self,event): + """Displays general measures of the selected cell. + """ cell_nr=int(self.cell_list.get('active').rsplit(' ')[-1])-1 self.highlight_selected_cell(cell_nr) @@ -158,6 +168,8 @@ def show_meas(self,event): def plotRelDir(self): + """Executes the 'relative_directio_distribution' function of the measurement module frm the ivctrack toolbox. + """ cell = int(self.cell_list.get('active').rsplit(' ')[-1])-1 self.highlight_selected_cell(cell) @@ -168,6 +180,8 @@ def plotRelDir(self): R,V,Theta,Rtot,clip_dtheta,rho = relative_direction_distribution(fxy,verbose=True)#2nd figure (polar) def plotLinFit(self): + """Executes the 'scaling_exponent' function of the measurement module frm the ivctrack toolbox. + """ cell = int(self.cell_list.get('active').rsplit(' ')[-1])-1 self.highlight_selected_cell(cell) @@ -195,6 +209,8 @@ def plotGlobMeas(self): fig.show() def highlight_selected_cell(self,cell_nr): + """Highlights the cell selected in the listbox to allow a visual localisation of the studied cell. + """ self.a.cla() self.a.set_xlim(0,len(self.bg[0,:])) self.a.set_ylim(len(self.bg[:,0]),0) @@ -217,10 +233,3 @@ def highlight_selected_cell(self,cell_nr): i+=1 self.canvas.show() - -if __name__== '__main__': - - win=Tk() - win.wm_title('IVCTrack GUI') - c=MeasFrame(win) - c.mainloop() diff --git a/ivctrack/PlotFrame.py b/ivctrack/PlotFrame.py index 93411a0..26e3cd6 100644 --- a/ivctrack/PlotFrame.py +++ b/ivctrack/PlotFrame.py @@ -1,26 +1,31 @@ # -*- coding: utf-8 -*- +'''This file implements the frame offering various tools to graphicaly observe the results of the analysis. +''' +__author__ = ' De Almeida Luis ' -#A faire : - +#------generic imports------ from Tkinter import * +import tkFileDialog + +#------specific imports------ import matplotlib matplotlib.use('Tkagg') -from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg, NavigationToolbar2TkAgg +from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg import matplotlib.pyplot as plt +import matplotlib.cm as cm +#------ivctrack toolbox imports------ from hdf5_read import get_hdf5_data from reader import ZipSource,Reader -import matplotlib.cm as cm -import tkFileDialog + class PlotFrame(Frame): - """Frame that allows the user to view the results of the tracking trough diferent kinds of graphic representations """ + """Frame that allows the user to view the results of the tracking trough different kinds of graphic representations. """ def __init__(self,win,zip_filename): Frame.__init__(self,win,width=700,height=700) - #self.pack(fill='both')#A DEGAGER self.frame=0 self.file_opt={} @@ -31,6 +36,7 @@ def __init__(self,win,zip_filename): self.feat=[] self.data = [] + #----------------------------------------------------GUI IMPLEMENTATION----------------------------------------- self.file_var=StringVar() self.file_var.set('HDF5 File: ') self.file_lbl=Label(self,textvariable=self.file_var) @@ -38,17 +44,11 @@ def __init__(self,win,zip_filename): self.file_browse_button=Button(self,text='Browse',command=self.ask_open_and_load_file) self.file_browse_button.grid(row=0,column=3) - - self.f=plt.figure() - self.a=self.f.add_subplot(111) - - self.canvas = FigureCanvasTkAgg(self.f, master=self) - self.canvas.show() - self.canvas.get_tk_widget().grid(column=1,row=1,rowspan=5,columnspan=3) self.plot_to_do=StringVar() self.plot_to_do.trace('w',self.plot) + #------differen plot possibilities------ self.xy_radbut=Radiobutton(self,text='X-Y Plot',variable=self.plot_to_do,value='xy') self.xy_radbut.grid(column=0,row=1,sticky='W') @@ -69,7 +69,19 @@ def __init__(self,win,zip_filename): self.lbl=StringVar() self.lbl.set('Frame {}'.format(self.frame+1)) self.frame_lbl=Label(self,textvariable=self.lbl) - + + #-----Configuration of the tracking canvas------ + self.f=plt.figure() + self.a=self.f.add_subplot(111) + + self.canvas = FigureCanvasTkAgg(self.f, master=self) + self.canvas.show() + self.canvas.get_tk_widget().grid(column=1,row=1,rowspan=5,columnspan=3) + + #------------------------------------------------------END------------------------------------------------------------- + + #------import of the zip file & update of the canvas------ + self.datazip_filename=zip_filename self.reader = Reader(ZipSource(self.datazip_filename)) self.bgs = [] @@ -81,8 +93,9 @@ def __init__(self,win,zip_filename): pass def plot(self,*args): + """Plots a graph according to the option selected. + """ - #Clear de la figure sinon problème d'autoscale à cause de imshow().. Solution peut etre un peu drastique self.f.clf() self.a=self.f.add_subplot(111) @@ -98,7 +111,6 @@ def plot(self,*args): leg.append('Cell nr {} ({},{})'.format(cellnr,int(t[0,0]),int(t[0,1]))) cellnr+=1 - if self.plot_to_do.get() =='xy': for d in self.data: t=d['center'] @@ -106,8 +118,7 @@ def plot(self,*args): self.a.set_xlabel('x') self.a.set_ylabel('y') - - if self.plot_to_do.get() =='xf': + elif self.plot_to_do.get() =='xf': for d in self.data: f=d['frames'] t=d['center'] @@ -115,7 +126,7 @@ def plot(self,*args): self.a.set_xlabel('frame') self.a.set_ylabel('x') - if self.plot_to_do.get() =='yf': + elif self.plot_to_do.get() =='yf': for d in self.data: f=d['frames'] t=d['center'] @@ -123,8 +134,7 @@ def plot(self,*args): self.a.set_xlabel('frame') self.a.set_ylabel('y') - - if self.plot_to_do.get() =='relxy': + elif self.plot_to_do.get() =='relxy': for d in self.data : t=d['center'] self.a.plot(t[:,0]-t[0,0],t[:,1]-t[0,1]) @@ -133,7 +143,7 @@ def plot(self,*args): self.a.axvline(x=0,color='grey') self.a.axhline(y=0,color='grey') - if self.plot_to_do.get() =='cellshape': + elif self.plot_to_do.get() =='cellshape': self.next_frame_button.grid(column=3,row=6) self.prev_frame_button.grid(column=1,row=6) self.frame_lbl.grid(column=2,row=6) @@ -147,7 +157,8 @@ def plot(self,*args): self.canvas.show() def plot_cell_shapes(self): - + """Plots the results of the tracking on the frames of the sequence. Allowing a visual verification of a good execution of the tracking algorithm. + """ for d in self.data: t=d['halo'] self.a.plot(t[self.frame,:,0],t[self.frame,:,1],'o') @@ -160,6 +171,8 @@ def plot_cell_shapes(self): self.a.imshow(self.bgs[self.frame],cmap=cm.gray) def change_frame(self,A): + """Allows to slide through the sequence. + """ if ( (A>0 and self.frame+A=0) ): self.frame+=A self.lbl.set('Frame {}'.format(self.frame+1)) @@ -167,14 +180,6 @@ def change_frame(self,A): self.plot_cell_shapes() self.canvas.show() -#if self.frame==0 : -# self.prev_frame_button.config(state="disabled") -# elif self.frame==self.reader.N()-1: -# self.next_frame_button.config(state="disabled") -# else : -# self.next_frame_button.config(state="normal") -# self.prev_frame_button.config(state="normal") - def ask_open_and_load_file(self): @@ -182,11 +187,3 @@ def ask_open_and_load_file(self): self.file_var.set('HDF5 File: {}'.format(self.hdf5_filename)) self.feat,self.data=get_hdf5_data(self.hdf5_filename,fields=['center','halo','soma']) - - -if __name__== '__main__': - - win=Tk() - win.wm_title('IVCTrack GUI') - c=PlotFrame(win) - c.mainloop() diff --git a/ivctrack/README.rst b/ivctrack/README.rst new file mode 100644 index 0000000..a6618d6 --- /dev/null +++ b/ivctrack/README.rst @@ -0,0 +1,52 @@ +GUI Tools for ivctrack Module +============================= + +This Python module adds a GUI to the ivctrack module, which is in-vitro cell tracking toolbox. + +This document gives additional info regarding the GUI. Please refer to https://github.com/odebeir/ivctrack for a description of the original toolbox. + +Dependencies +============ + +Ivctrack module and its dependencies + +FFmpeg for video recording +Download links can be found at http://www.ffmpeg.org/documentation.html + + +Getting started +=========== +Once the ivctrack module is correctly installed, execute the Mainwindow.py script. + +The Menu consists of 4 buttons : + Start Tracking + Plot Results + Measurements + Player + +The user should have downloaded the zip sequences described in the ivctrack README. None of the following can be done without a sequence to analyse. + +Start Tracking +-------------- +Allows you to interactively select the cells to track and start the analysis. +The output files are : + tracks.hdf5 : contains the results of the analysis + marks.csv : contains the marks of the analysed cells + features.csv : contains speed features deduced from the tracking + vid.mp4 : is a video of the tracking. Allows to verify the tracking + params.json : contains the parameters of the analysis + +Rem : The user can decide to only generate the tracks file by uncheking 'Create Folder' + +Plot Results +------------ +Plots tracking results + +Measurements +------------ +Visual display of the measures issued by the measurement module of the ivctrack toolbox + +Player +------ +Gives a preview of the tracking througout the sequence. +This preview can be exported to an MP4 file \ No newline at end of file diff --git a/ivctrack/TrackingFrame.py b/ivctrack/TrackingFrame.py index 0fc83f9..cb3e73a 100644 --- a/ivctrack/TrackingFrame.py +++ b/ivctrack/TrackingFrame.py @@ -1,37 +1,45 @@ # -*- coding: utf-8 -*- +'''This file implements the frame allowing to select the cells to analyse and to start the tracking +''' +__author__ = ' De Almeida Luis ' -#A faire: - - +#------generic imports------ from Tkinter import * +import tkFileDialog +import tkMessageBox +import os +import csv +import numpy as np + +#------specific imports------ import matplotlib matplotlib.use('Tkagg') from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg import matplotlib.pyplot as plt -from reader import ZipSource,Reader import matplotlib.cm as cm -import tkFileDialog -import tkMessageBox -import os import matplotlib.animation as anim +import json +#------ivctrack toolbox imports------ from hdf5_read import get_hdf5_data from cellmodel import Cell,test_experiment,import_marks from measurement import speed_feature_extraction +from reader import ZipSource,Reader class TrackingFrame(Frame): - """Tracking frame :Allows to :_manually select the cells to track OR/AND import a .csv file containing the coordinates of previous marks. The marks used for the tracking are automatically saved under "selected_marks.csv" + """Tracking frame :Allows to :_manually select the cells to track OR/AND import a .csv file containing the coordinates of previous marks. _set the parameters of the tracking and save them or load previously saved parameters _set the direction of the tracking""" def __init__(self,win,zip_filename): Frame.__init__(self,win,width=700,height=700) - #self.pack(fill='both')#A DEGAGER - #Parametres(N,radius,.. et direction du tracking) - self.params_lbl=Label(self,text='Parametres:') + #----------------------------------------------------GUI IMPLEMENTATION----------------------------------------- + + #------Parameters(N,radius,.. & tracking direction)------ + self.params_lbl=Label(self,text='Parameters:') self.params_lbl.grid(row=1,column=0,sticky='W') self.p1_lbl=Label(self,text='N') @@ -41,60 +49,54 @@ def __init__(self,win,zip_filename): self.p1_entry=Entry(self,textvariable=self.var_N) self.p1_entry.grid(column=2,row=1) - self.p2_lbl=Label(self,text='halo radius') + self.p2_lbl=Label(self,text='Halo Radius') self.p2_lbl.grid(column=1,row=2, sticky='W') self.var_hrad=IntVar() self.var_hrad.set(20) self.p1_entry=Entry(self,textvariable=self.var_hrad) self.p1_entry.grid(column=2,row=2) - self.p3_lbl=Label(self,text='soma radius') + self.p3_lbl=Label(self,text='Soma Radius') self.p3_lbl.grid(column=1,row=3, sticky='W') self.var_somrad=IntVar() self.var_somrad.set(15) self.p1_entry=Entry(self,textvariable=self.var_somrad) self.p1_entry.grid(column=2,row=3) - self.p4_lbl=Label(self,text='exp halo') + self.p4_lbl=Label(self,text='Exp Halo') self.p4_lbl.grid(column=1,row=4, sticky='W') self.var_hexp=IntVar() self.var_hexp.set(15) self.p1_entry=Entry(self,textvariable=self.var_hexp) self.p1_entry.grid(column=2,row=4) - self.p5_lbl=Label(self,text='exp soma') + self.p5_lbl=Label(self,text='Exp Soma') self.p5_lbl.grid(column=1,row=5, sticky='W') self.var_somexp=IntVar() self.var_somexp.set(2) self.p1_entry=Entry(self,textvariable=self.var_somexp) self.p1_entry.grid(column=2,row=5) - self.p6_lbl=Label(self,text='niter') + self.p6_lbl=Label(self,text='N_iter') self.p6_lbl.grid(column=1,row=6, sticky='W') self.var_niter=IntVar() self.var_niter.set(5) self.p1_entry=Entry(self,textvariable=self.var_niter) self.p1_entry.grid(column=2,row=6) - self.p7_lbl=Label(self,text='alpha') + self.p7_lbl=Label(self,text='Alpha') self.p7_lbl.grid(column=1,row=7, sticky='W') self.var_alpha=DoubleVar() self.var_alpha.set(.75) self.p1_entry=Entry(self,textvariable=self.var_alpha) self.p1_entry.grid(column=2,row=7) - self.load_param_button=Button(self,text='Load params',command=self.load_param) + self.load_param_button=Button(self,text='Load parameters',command=self.load_param) self.load_param_button.grid(row=8,column=1) self.dir_lbl=Label(self,text='Direction:') self.dir_lbl.grid(row=9,sticky='W') - self.f=plt.figure() - self.a=self.f.add_subplot(111) - - self.canvas = FigureCanvasTkAgg(self.f, master=self) - self.canvas.get_tk_widget().grid(column=3,row=1,rowspan=11,columnspan=3) - self.radValue=StringVar() self.radValue.set('fwd') self.radValue.trace('w',self.change_bg) @@ -102,8 +104,19 @@ def __init__(self,win,zip_filename): self.fwd_radbut.grid(column=1,row=9,sticky='W') self.rev_radbut=Radiobutton(self,text='Reverse',variable=self.radValue,value='rev') self.rev_radbut.grid(column=1,row=10,sticky='W') + + #-----Configuration of the tracking canvas------ + self.f=plt.figure() + self.a=self.f.add_subplot(111) + + self.canvas = FigureCanvasTkAgg(self.f, master=self) + self.canvas.get_tk_widget().grid(column=3,row=1,rowspan=11,columnspan=3) + + cid=self.f.canvas.mpl_connect('button_release_event', self.onclick) + self.marks=[] - self.saveas_lbl=Label(self,text='Save as ') + #------Saving parameters------ + self.saveas_lbl=Label(self,text='File (folder) name ') self.saveas_lbl.grid(column=0,row=11,sticky='W') self.hdf5_filename=StringVar() @@ -119,24 +132,19 @@ def __init__(self,win,zip_filename): self.create_folder_checkbutton.grid(row=12, column=1) - #Boutons pour quitter ou lancer le tracking - + #------tracking related widgets------ self.reset_button=Button(self,text='Reset',command=self.reset) self.reset_button.grid(row=12,column=2) self.track_button=Button(self,text='Track!',command=self.track) self.track_button.grid(row=12,column=4,columnspan=1) - - #Boutons pour charger/sauver les .csv - self.import_csv_button=Button(self,text='Import marks (.csv)',command=self.load_csv) self.import_csv_button.grid(row=12,column=3) - cid=self.f.canvas.mpl_connect('button_release_event', self.onclick) - self.marks=[] - - #Import of the zip file + #------------------------------------------------------END------------------------------------------------------------- + + #------import of the zip file & update of the canvas------ self.datazip_filename=zip_filename self.reader = Reader(ZipSource(self.datazip_filename)) @@ -151,22 +159,23 @@ def __init__(self,win,zip_filename): self.canvas.show() + #------parameters related to the saving to a MP4 file------ self.static_halo=[] self.static_soma=[] + #------list of plots of tracked cells------ self.halo=[] self.soma=[] - self.trajectory=[] - self.halo.append(self.a.plot([],[],'o')) self.soma.append(self.a.plot([],[])) - self.trajectory.append(self.a.plot([],[])) - + def onclick(self,event): + """tracks the cell positioned at the pointer position. + """ self.params = {'N':self.var_N.get(),'radius_halo':self.var_hrad.get(),'radius_soma':self.var_somrad.get(),'exp_halo':self.var_hexp.get(),'exp_soma':self.var_somexp.get(),'niter':self.var_niter.get(),'alpha':self.var_alpha.get()} - #Tracking sur la frame affichee + #------direct tracking on the displayed frame------ c=Cell(event.xdata,event.ydata,**self.params) c.update(self.bg) @@ -183,10 +192,11 @@ def onclick(self,event): self.halo.append(self.a.plot([],[],'o')) self.soma.append(self.a.plot([],[])) - self.trajectory.append(self.a.plot([],[])) def reset(self): - #Parametres par defaut + """Resets parameters to default values and clears the marks. + """ + #------default parameters------ self.var_N.set(12) self.var_alpha.set(.75) self.var_niter.set(5) @@ -196,7 +206,7 @@ def reset(self): self.var_hexp.set(15) self.hdf5_filename.set('') - #Enlever les marques deja faites + #------refresh the displayed frame------ self.marks=[] self.a.cla() self.a.set_xlim(0,len(self.bg[0,:])) @@ -205,29 +215,28 @@ def reset(self): self.bg=self.reader.getframe() self.im = self.a.imshow(self.bg,cmap=cm.gray) self.canvas.show() - + + self.static_halo=[] self.static_soma=[] self.halo=[] - self.soma=[] - self.trajectory=[] - + self.soma=[] self.halo.append(self.a.plot([],[],'o')) self.soma.append(self.a.plot([],[])) - self.trajectory.append(self.a.plot([],[])) def track(self): - import csv - import numpy as np - + """Executes the tracking and saves files into a folder (if desired). The files are : the marks (CSV), the parameters(JSON), the results(hdf5), a video(MP4) + and speed features(CSV). + """ + if self.hdf5_filename.get() == "" or self.marks==[]: tkMessageBox.showerror("Track settings incomplete","Either a filename has not been defined or no cells have been selected. Please verify your settings.") self.saveas_entry.set else: - #If the user wants a folder reuniting all files related to a single tracking or not + #------if the user wants a folder reuniting all files related to a single tracking or not------ if (self.create_folder.get()): foldername = self.hdf5_filename.get() filename = foldername +'/tracks.hdf5' @@ -239,16 +248,15 @@ def track(self): filename = self.hdf5_filename.get() + '.hdf5' self.marks_filename = 'selected_marks.csv' + #------saving of the marks to a CSV file------ csvmarks=np.asarray(self.marks) - marksfile=open(self.marks_filename, 'wb') csvwriter=csv.writer(marksfile, delimiter=',') - - #enregistrement des marques effectuees manuellement for c in csvmarks: csvwriter.writerow([c[0]] + [c[1]] + [int(c[2])]) marksfile.close() + #------tracking------ test_experiment(datazip_filename=self.datazip_filename,marks_filename=self.marks_filename,hdf5_filename=filename,dir=self.radValue.get(),params=self.params) if (self.create_folder.get()): @@ -258,9 +266,9 @@ def track(self): feat_name, measures=speed_feature_extraction(self.data) + #------saving of the speed features to a CSV file------ feat_file = open(foldername + '/features.csv', 'wb') csvwriter = csv.writer(feat_file, delimiter=',') - csvwriter.writerow(['x'] + ['y'] + [feat_name[0]] + [feat_name[1]] + [feat_name[2]] + [feat_name[3]] + [feat_name[4]] + [feat_name[5]] + [feat_name[6]]) measures = np.asarray(measures) i = 0 @@ -272,18 +280,20 @@ def track(self): def save_mp4(self,foldername): - - + """Proceeds to export the tracking results to a video. + """ + #------cleaning of the tracking canvas------ for k in range(len(self.static_halo)): self.static_halo[k][0].set_data([],[]) self.static_soma[k][0].set_data([],[]) + #------saving to MP4------ writer = anim.writers['ffmpeg'] writer = writer(fps=5) with writer.saving(self.f,foldername + '/vid.mp4',200): self.reader.rewind() - print "Saving video... " + print "Saving video..." for i in range(self.reader.N()): self.bg=self.reader.getframe() @@ -295,16 +305,17 @@ def save_mp4(self,foldername): self.plot_halo(i) self.plot_soma(i) - self.plot_trajectory(i) self.frame_text.set_text(i) writer.grab_frame() - print "Video correctly saved as "#, foldername +'/vid.mp4' + print "Video correctly saved at "#, foldername +'/vid.mp4' self.reset() def change_bg(self,*args): + """adapts the displayed image to the different modes of tracking : Forward and Reverse + """ if self.radValue.get()=='fwd': self.bg=self.reader.rewind() elif self.radValue.get()=='rev': @@ -314,7 +325,9 @@ def change_bg(self,*args): self.canvas.show() def load_csv(self): - #Enlever les marques deja faites + """loads marks saved in a CSV file and updates the canvas. + """ + #------delete present marks------ self.marks=[] self.a.cla() self.a.set_xlim(0,len(self.bg[0,:])) @@ -331,6 +344,7 @@ def load_csv(self): self.marks=list(import_marks(tkFileDialog.askopenfilename(**self.file_opt))) + #------tracking on all cells marked by the CSV file on the displayed frame------ for i in range(len(self.marks)): c=Cell(self.marks[i][0],self.marks[i][1],**self.params) c.update(self.bg) @@ -342,24 +356,24 @@ def load_csv(self): self.canvas.show() def browse(self): + self.file_opt={} - #self.file_opt['filetypes'] = [('HDF5 File','.hdf5')] - #self.file_opt['defaultextension'] ='.hdf5' self.file_opt['title'] = 'Save as...' - self.hdf5_filename.set(tkFileDialog.asksaveasfilename(**self.file_opt)) def save_param(self,filename): - import json - + """Exports the parameters to a JSON file + """ + s = json.dumps(self.params) fid = open(filename,'w+t') fid.write(s) del fid - print 'parameters saved in ',filename + print 'parameters saved at ',filename def load_param(self): - import json + """imports the parameters from a JSON file + """ file_opt={} file_opt['filetypes'] = [('JSON files','.json')] file_opt['defaultextension'] ='.json' @@ -378,6 +392,8 @@ def load_param(self): self.var_hexp.set(self.params['exp_halo']) def plot_halo(self,i): + """Plots the halo once the tracking is complete to allow the video writer to save the results to a MP4 file. + """ k=0 for d in self.data: t=d['halo'] @@ -387,27 +403,12 @@ def plot_halo(self,i): k+=1 def plot_soma(self,i): + """Plots the soma once the tracking is complete to allow the video writer to save the results to a MP4 file. + """ k=0 for d in self.data: t=d['soma'] x=t[i,:,0] y=t[i,:,1] self.soma[k][0].set_data(x,y) - k+=1 - - def plot_trajectory(self,i): - k=0 - for d in self.data: - t=d['center'] - x=t[0:i,0] - y=t[0:i,1] - self.trajectory[k][0].set_data(x,y) - k+=1 - - -if __name__== '__main__': - - win=Tk() - win.wm_title('IVCTrack GUI') - c=TrackingFrame(win) - c.mainloop() + k+=1 \ No newline at end of file From 15129f76a90ac950c25bba9eee8f50c59302a63e Mon Sep 17 00:00:00 2001 From: De Almeida Luis Date: Thu, 8 May 2014 23:43:21 +0200 Subject: [PATCH 09/10] bug fixes --- ivctrack/MeasFrameV3.py | 6 +++--- ivctrack/TrackingFrame.py | 7 ++++--- 2 files changed, 7 insertions(+), 6 deletions(-) diff --git a/ivctrack/MeasFrameV3.py b/ivctrack/MeasFrameV3.py index 60e3462..0cf5366 100644 --- a/ivctrack/MeasFrameV3.py +++ b/ivctrack/MeasFrameV3.py @@ -180,7 +180,7 @@ def plotRelDir(self): R,V,Theta,Rtot,clip_dtheta,rho = relative_direction_distribution(fxy,verbose=True)#2nd figure (polar) def plotLinFit(self): - """Executes the 'scaling_exponent' function of the measurement module frm the ivctrack toolbox. + """Executes the 'scaling_exponent' function of the measurement module from the ivctrack toolbox. """ cell = int(self.cell_list.get('active').rsplit(' ')[-1])-1 @@ -201,10 +201,10 @@ def plotGlobMeas(self): a_scat.scatter(self.measures[:,1],self.measures[:,3]) a_scat.set_xlabel('avg speed') - a_scat.set_ylabel('hull speed') + a_scat.set_ylabel('hull surface') a_hist.hist(self.measures[:,1:4]) - a_hist.legend(['avg','mrdo','hull speed']) + a_hist.legend(['avg','mrdo','hull surface']) fig.show() diff --git a/ivctrack/TrackingFrame.py b/ivctrack/TrackingFrame.py index cb3e73a..f56938c 100644 --- a/ivctrack/TrackingFrame.py +++ b/ivctrack/TrackingFrame.py @@ -205,6 +205,8 @@ def reset(self): self.var_somexp.set(2) self.var_hexp.set(15) self.hdf5_filename.set('') + self.radValue.set('fwd') + #------refresh the displayed frame------ self.marks=[] @@ -295,7 +297,6 @@ def save_mp4(self,foldername): self.reader.rewind() print "Saving video..." for i in range(self.reader.N()): - self.bg=self.reader.getframe() self.im.set_data(self.bg) try: @@ -309,7 +310,7 @@ def save_mp4(self,foldername): self.frame_text.set_text(i) writer.grab_frame() - print "Video correctly saved at "#, foldername +'/vid.mp4' + print "Video correctly saved at " + foldername +'/vid.mp4' self.reset() @@ -321,7 +322,7 @@ def change_bg(self,*args): elif self.radValue.get()=='rev': self.bg=self.reader.ff() - self.a.imshow(self.bg,cmap=cm.gray) + self.im=self.a.imshow(self.bg,cmap=cm.gray) self.canvas.show() def load_csv(self): From a8ce7c358f20390da845455b02cc235c2a3aaea1 Mon Sep 17 00:00:00 2001 From: De Almeida Luis Date: Fri, 9 May 2014 09:26:54 +0200 Subject: [PATCH 10/10] readme update --- ivctrack/MeasFrameV3.py | 1 + ivctrack/README.rst | 7 ++++++- ivctrack/TrackingFrame.py | 4 ++-- 3 files changed, 9 insertions(+), 3 deletions(-) diff --git a/ivctrack/MeasFrameV3.py b/ivctrack/MeasFrameV3.py index 0cf5366..c7de311 100644 --- a/ivctrack/MeasFrameV3.py +++ b/ivctrack/MeasFrameV3.py @@ -70,6 +70,7 @@ def ask_open_and_load_file(self): self.hdf5_filename=tkFileDialog.askopenfilename(**self.file_opt) self.file_var.set('HDF5 File: {}'.format(self.hdf5_filename)) + self.c_feat,self.c_data=get_hdf5_data(self.hdf5_filename,fields=['center','halo','soma']) feat_name, self.measures=speed_feature_extraction(self.c_data) diff --git a/ivctrack/README.rst b/ivctrack/README.rst index a6618d6..60f1116 100644 --- a/ivctrack/README.rst +++ b/ivctrack/README.rst @@ -49,4 +49,9 @@ Visual display of the measures issued by the measurement module of the ivctrack Player ------ Gives a preview of the tracking througout the sequence. -This preview can be exported to an MP4 file \ No newline at end of file +This preview can be exported to an MP4 file + +Warning +======= +It is advised to terminate the application after executing a tracking. A bug in the measurements frame may terminate the application unexpectedly and damage the .hdf5 file. +By terminating and relaunching the program, the integrity of the file will be assured, however the bug may still occur. \ No newline at end of file diff --git a/ivctrack/TrackingFrame.py b/ivctrack/TrackingFrame.py index f56938c..4a0db0e 100644 --- a/ivctrack/TrackingFrame.py +++ b/ivctrack/TrackingFrame.py @@ -279,8 +279,9 @@ def track(self): i+=1 feat_file.close() + self.reset() + - def save_mp4(self,foldername): """Proceeds to export the tracking results to a video. """ @@ -312,7 +313,6 @@ def save_mp4(self,foldername): writer.grab_frame() print "Video correctly saved at " + foldername +'/vid.mp4' - self.reset() def change_bg(self,*args): """adapts the displayed image to the different modes of tracking : Forward and Reverse