removed dates from the release notes and fixed index docs text

Author: phflot

docs/changelog.md

@@ -7,7 +7,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [Unreleased]
 
-## [0.1.0a7] - 2025-12-12
+## [0.1.0a7]
 
 ### Added
 
@@ -18,7 +18,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - **Dtype preservation**: `VideoReader` and `compensate_recording` pipeline now preserve the input file dtype. Averaging for binning changed dtypes to float in the readers.
 - **BigTIFF**: tiff writers properly use the bigtiff property now.
 
-## [0.1.0a6] - 2025-11-06
+## [0.1.0a6]
 
 ### Added
 
@@ -39,7 +39,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Batch size parameter confusion (removed unused parameter from RegistrationConfig)
 - Thread oversubscription in multiprocessing executor (now sets thread limits)
 
-## [0.1.0a5] - 2025-10-23
+## [0.1.0a5]
 
 ### Added
 

docs/index.md

@@ -1,10 +1,10 @@
 # PyFlowReg
 
-**Variational Optical Flow for 2-Photon Microscopy**
+**Python implementation and extension of the Flow-Registration approach for motion correction of 2-photon microscopy videos**
 
 ## Documentation Status
 
-This documentation is currently **largely AI-generated** and under active development. While we strive for accuracy:
+This documentation has been generated with **AI-assistance** and is under active development. While we strive for accuracy:
 
 - Some sections may contain errors or outdated information
 - Not all features may be fully documented

examples/injection_session_demo.py

@@ -96,14 +96,17 @@ def main():
     # injection_0: shifted by -50, -50 (left, up)
     print("  Creating injection_0.tif (shift -50, -50)...")
     video_0 = create_shifted_video(video, shift_x=-50, shift_y=-50, crop_border=50)
+    video_0 = 256 * video_0.astype(np.uint16)
 
     # injection_1: original, cropped
     print("  Creating injection_1.tif (original, cropped)...")
     video_1 = video[:, 50:-50, 50:-50, :]
+    video_1 = 256 * video_1.astype(np.uint16)
 
     # injection_2: shifted by +50, +50 (right, down)
     print("  Creating injection_2.tif (shift +50, +50)...")
     video_2 = create_shifted_video(video, shift_x=50, shift_y=50, crop_border=50)
+    video_2 = 256 * video_2.astype(np.uint16)
 
     print(f"  Shifted video shapes: {video_0.shape}, {video_1.shape}, {video_2.shape}")