Dataset Versions

v1

2022-10-04 5:54pm

Generated on Oct 4, 2022

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 80%
1410Images
Valid Set 11%
191Images
Test Set 10%
171Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 712x416
Modify Classes: 3 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Brightness: Between -30% and +30%

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