Dataset Versions

v1

2024-10-19 6:25pm

Generated on Oct 19, 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 90%
6282Images
Valid Set 6%
396Images
Test Set 4%
278Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 21% of images
Mosaic: Applied
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise

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