Dataset Versions

v13

GrayBasketball

Generated on Apr 21, 2024

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 78%
2542Images
Valid Set 15%
486Images
Test Set 7%
243Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224
Grayscale: Applied
Modify Classes: 9 remapped, 10 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal
Grayscale: Apply to 15% of images