Dataset Versions

v1

2024-12-20 3:23pm

Generated on Dec 20, 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 93%
2004Images
Valid Set 5%
105Images
Test Set 2%
52Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 7
90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Flip: Horizontal

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