Dataset Versions

v16

2024-09-12 5:55am

Generated on Sep 12, 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 95%
868Images
Valid Set 5%
43Images
Test Set 1%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 7
Rotation: Between -4° and +4°
Saturation: Between -6% and +6%
Brightness: Between -12% and +12%
Exposure: Between -12% and +12%

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