検証用の様々なデータセットとdataloaderを共有します。DatasetはSSDから落としてください。このGithubにはdataloader含むサンプルコードを上げます(随時更新)。
- ImageNet (1,000)
- ImageNet-1k (1,000)
- Tiny ImageNet (1,000)
- Food101 (101)
- iNaturalist2017 (579,184)
- iNaturalist2018 (437,512)
- ImageNet-LT (1,000)
- CityScapes (1,000)
- CamVid (1,000)
- PascalVOC2012 (1,000)
- Massachusetts Roads Dataset (Binary)
- Massachusetts Buildings Dataset (Binary)
- Medical image
- CVC-ClinicDB (Binary)
- Kvasir-SEG (Binary)
- DRIVE (Binary)
- ACDC dataset (4)
- Multi-organ dataset (9)
- COVID-19 (4)
- Biological image
- ISBI2012 (Binary)
- RPE cell image (Binary)
- 2018 Data Science Bowl in Kaggle (Binary)
- WBC Image Dataset (3)
- Drosophila dataset (5)
- Plant image
- PRMI (Binary)
- CARS196 (196)
- CUB_200_2011 (200)
- MVTec_AD (Binary)
- Ghibri