Consists of annotated frames containing GI procedure tools such as snares, balloons and biopsy forceps, etc. Beside of the images, the dataset includes ground truth masks and bounding boxes and has been verified by two expert GI endoscopists.
Variants: Kvasir-Instrument
This dataset is used in 2 benchmarks:
| Task | Model | Paper | Date |
|---|---|---|---|
| Medical Image Segmentation | UNet | Kvasir-Instrument: Diagnostic and therapeutic tool … | 2020-10-23 |
| Medical Image Segmentation | DoubleUNet | DoubleU-Net: A Deep Convolutional Neural … | 2020-06-08 |
| Semantic Segmentation | DoubleUNet | DoubleU-Net: A Deep Convolutional Neural … | 2020-06-08 |
| Semantic Segmentation | UNet | U-Net: Convolutional Networks for Biomedical … | 2015-05-18 |
Recent papers with results on this dataset: