From 8b8df85674b193f75ca36b032c41bc8f72be8fa1 Mon Sep 17 00:00:00 2001 From: "C. Regouby" Date: Mon, 29 Dec 2025 14:17:00 +0100 Subject: [PATCH] restore neutral README --- README.md | 51 --------------------------------------------------- 1 file changed, 51 deletions(-) diff --git a/README.md b/README.md index d02f53da..fd29531f 100644 --- a/README.md +++ b/README.md @@ -23,54 +23,3 @@ You can install the development version from GitHub with: remotes::install_github("mlverse/torchvision@main") ``` -## RF100 Dataset Catalog - -torchvision includes 34 datasets from the RoboFlow 100 benchmark, organized into 6 collections. Use the catalog to easily discover and search for datasets: - -```r -library(torchvision) - -# Search for datasets by keyword -search_rf100("solar") # Find solar/photovoltaic datasets -search_rf100("cell") # Find cell-related datasets -search_rf100("medical") # Find medical imaging datasets - -# Browse by collection -search_rf100(collection = "biology") # All biology datasets -search_rf100(collection = "medical") # All medical datasets - -# View complete catalog -catalog <- get_rf100_catalog() -View(catalog) -``` - -### Available Collections - -- **Biology** (9 datasets): Microscopy, cells, bacteria, parasites, plant diseases -- **Medical** (8 datasets): X-rays, MRI, pathology, tumor detection -- **Infrared** (4 datasets): Thermal imaging, FLIR cameras, solar panels -- **Damage** (3 datasets): Infrastructure damage, defect detection -- **Underwater** (4 datasets): Marine life, coral reefs, underwater objects -- **Document** (6 datasets): OCR, document parsing, diagrams - -See `vignette("rf100-datasets")` for the complete catalog and detailed information. - -### Example Usage - -```r -# Search for a dataset -search_rf100("blood") - -# Load the dataset -ds <- rf100_biology_collection( - dataset = "blood_cell", - split = "train", - download = TRUE -) - -# Visualize a sample -item <- ds[1] -boxed <- draw_bounding_boxes(item) -tensor_image_browse(boxed) -``` -