Kvasir-Instrument

BiomedicalMedicalopen access for academic purpose. For commercial purpose please contact the owner.

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.

Source: Kvasir-Instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy

Benchmarks

10-shot image generation/DSC 10-shot image generation/mIoU 10-shot image generation/Dice (Average)Medical Image Segmentation/DSC Medical Image Segmentation/Dice Score Medical Image Segmentation/Intersection over Union Semantic Segmentation/DSC Semantic Segmentation/mIoU Semantic Segmentation/Dice (Average)