v5

2023-04-08 7:52pm

Generated on Apr 8, 2023

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 88%
1539Images
Valid Set 8%
140Images
Test Set 4%
73Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 288x288
Modify Classes: 5 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -18° and +18°
Grayscale: Apply to 20% of images
Hue: Between -26° and +26°

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