Dataset Versions

v34

23-24 All light- aug- hand - rebalance pick

Generated on Sep 18, 2024

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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
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 78%
403Images
Valid Set 22%
112Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1920x1080
Filter by Tag: 0 required, 1 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -10° and +10°

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