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DF20 fine-grained Classification Dataset

Date

2 years ago

Size

182.82 GB

Organization

Publish URL

sites.google.com

Paper URL

arxiv.org

License

Other

Tags

Image Classification
Image Recognition
Dataset Download
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DF20, the full name of Danish Fungi 2020, is a fine-grained classification dataset with several unique features: accurate category annotation, few errors, highly unbalanced long-tail class distribution, rich observation metadata, and a well-defined category hierarchy.

The dataset contains 1,604 different categories, including 248,466 training images and 27,608 testing images.

DF20.torrent
Seeding 1Downloading 0Completed 177Total Downloads 264
  • DF20/
    • README.md
      1.09 KB
    • README.txt
      2.19 KB
      • data/
          • DF20 - Mini/
            • DF20M-images.tar.gz
              12.47 GB
            • DF20M-metadata.zip
              12.48 GB
            • index.html
              12.48 GB
          • DF20/
            • DF20-300px.tar.gz
              18.46 GB
            • DF20-metadata.zip
              18.49 GB
            • DF20-train_val.tar.gz
              126.28 GB
              • Pre-trained Checkpoints/
                • DF20-EfficientNet-B0-224_best_accuracy.pth
                  126.3 GB
                • DF20-EfficientNet-B0-384_best_accuracy.pth
                  126.32 GB
                • DF20-EfficientNet-B0_best_accuracy.pth
                  126.35 GB
                • DF20-EfficientNet-B1_best_accuracy.pth
                  126.38 GB
                • DF20-EfficientNet-B3_best_accuracy.pth
                  126.43 GB
                • DF20-EfficientNet-B5_best_accuracy.pth
                  126.55 GB
                • DF20-InceptionResnetV2_best_accuracy.pth
                  126.76 GB
                • DF20-InceptionV3_best_accuracy.pth
                  126.86 GB
                • DF20-InceptionV4_best_accuracy.pth
                  127.03 GB
                • DF20-MobileNet-V2_best_accuracy.pth
                  127.04 GB
                • DF20-ResNet18_best_accuracy.pth
                  127.09 GB
                • DF20-ResNet34_best_accuracy.pth
                  127.17 GB
                • DF20-ResNet50_best_accuracy.pth
                  127.27 GB
                • DF20-SE-ResNext101_32x4d_best_accuracy.pth
                  127.46 GB
                • DF20-ViT_base_patch16_224-100E.pth
                  127.78 GB
                • DF20-ViT_base_patch16_224_best_accuracy.pth
                  128.11 GB
                • DF20-ViT_base_patch16_384_best_accuracy.pth
                  128.43 GB
                • DF20-ViT_large_patch16_224_best_accuracy.pth
                  129.57 GB
          • Test Data (FungiCLEF 2022)/
            • DF21-images-300.tar.gz
              132.15 GB
            • DF21-images.tar.gz
              182.82 GB
            • FungiCLEF2022_test_metadata.tar.gz
              182.82 GB

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DF20 fine-grained Classification Dataset | Datasets | HyperAI