Dataset Versions

v8

2024-02-04 5:17pm

Generated on Feb 4, 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.
Other Formats
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Dataset Split

Train Set 88%
645Images
Valid Set 6%
46Images
Test Set 6%
46Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Shear: ±3° Horizontal, ±4° Vertical
Brightness: Between -8% and +8%
Blur: Up to 0.8px
Noise: Up to 0.5% of pixels

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