Datasets
Public medical datasets for segmentation, classification, detection, and localization.
Volumetric Segmentation Datasets
- CirrMRI600+ – 600+ T1 and T2-weighted liver cirrhosis scans with ground truth.
- PanSegData – 700+ MRI T1 and T2 pancreas scans with ground truth.
- Peri-Pancreatic Edema Dataset – Volumetric CT of 255 pancreatitis patients.
Classification & Detection Datasets
- Gastrovision – Detection and classification. [Publication]
- PolypGen Video Sequence – Video polyp segmentation and detection. [Publication]
- PolypGen Still Frames – Polyp segmentation. [Publication]
- ImageCLEFmed-MEDVQA-GI-2023 – Polyp segmentation challenge dataset.
Polyp Segmentation & Detection Datasets
- Kvasir-SEG – Segmentation, detection, localization. [Publication]
- EndoCV 2021 – Segmentation, detection, localization. [Publication]
- Kvasir-Instrument – Endoscopic tool segmentation. [Publication]
- Kvasir-sessile – Sessile polyp segmentation. [Publication]
- EndoTect 2020 – Classification, segmentation, detection. [Publication]
- Medico APS Dataset – Automatic polyp segmentation. [Publication]
- Medico Dataset – Segmentation, detection, localization. [Publication]
GI Tract Classification Datasets
Wireless Capsule Endoscopy
- Kvasir-Capsule – Capsule endoscopy classification. [Publication]
- KvasirCapsule-SEG – Capsule segmentation (few-shot learning). [Publication]
Other Datasets
- PMData Dataset – Sports data.
- HTAD Dataset – House activity tracking data.
More
More datasets can be found on my Kaggle profile. For health-related datasets, visit this page.