INTERACTIVE RESEARCH WORKSPACE
Your image. A closer look.
Load an endoscopic image, run the model, and explore the predicted regions.
Start with a credited sample or select an image from your device.
Run analysis and compare the green candidate regions with the original.
Change the threshold, observe the mask, and save the image or measurements.
| ID | CLASS | MEAN MODEL SCORE | BOX [x1, y1, x2, y2) | AREA / PX |
|---|---|---|---|---|
| Candidate regions will appear after analysis. | ||||
The green mask shows selected pixels. Each box encloses a connected region of at least 16 pixels.
About this browser version & image sources
This app runs the same trained Compact U-Net weights as the desktop prototype, converted to ONNX. It uses aspect-preserving resizing to 160 × 160 pixels and a single-threaded WebAssembly engine. Image decoding and numerical differences can produce small changes from the desktop app. Images above 4 megapixels are resized locally before processing; exported coordinates refer to that working image.
Sample photographs come from Wikimedia Commons. View image credits and licenses · Model details · Watch the captioned demo