Kvasir-SEG

Introduced by Jha et al. in Kvasir-SEG: A Segmented Polyp Dataset

Kvasir-SEG is an open-access dataset of gastrointestinal polyp images and corresponding segmentation masks, manually annotated by a medical doctor and then verified by an experienced gastroenterologist.

Source: Kvasir-SEG: A Segmented Polyp Dataset

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Benchmarks

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Task	Dataset Variant	Best Model
Medical Image Segmentation	Kvasir-SEG	DUCK-Net
Polyp Segmentation	Kvasir-SEG	SSFormer-S + PRN
Colorectal Polyps Characterization	Kvasir-SEG	DDANet

Papers

Paper	Code	Results	Date	Stars

Dataset Loaders

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Tasks

Real-Time Semantic Segmentation

Real-Time Object Detection

Colorectal Polyps Characterization

Colorectal Gland Segmentation:

Polyp Segmentation

Similar Datasets

Kvasir-Instrument

Kvasir-Sessile dataset

KvasirCapsule-SEG

CVC-ClinicDB

Source: https://datasets.simula.no/kvasir-seg/.

Usage

License

The use of the Kvasir-SEG dataset is restricted for research and educational purposes. The use of the Kvasir-SEG dataset for commercial purposes is forbidden without prior written permission. For other purposes, contact us (see below). In all documents and publications that use the Kvasir-SEG dataset or report experimental results based on the Kvasir-SEG dataset, a reference to the dataset paper has to be included

Modalities

Languages

English