Dataset Versions

v5

2023-10-23 3:21pm

Generated on Oct 23, 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 86%
108Images
Valid Set 10%
13Images
Test Set 4%
5Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Noise: Up to 2% of pixels
Cutout: 25 boxes with 1% size each
Mosaic: Applied

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