restore neutral README

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)
-```
-