Dataset Versions

v25

2024-01-19 8:59am

Generated on Jan 19, 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 87%
1565Images
Valid Set 8%
149Images
Test Set 4%
75Images

Preprocessing

Dynamic Crop: Class: heart
Resize: Fill (with center crop) in 2048x2048

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 20% of images

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