DataHSA Dataset

v6

9

Generated on May 5, 2022

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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
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Dataset Split

Train Set 85%
2685Images
Valid Set 12%
366Images
Test Set 3%
100Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -3° and +3°
Grayscale: Apply to 100% of images
Hue: Between -11° and +11°