Dataset Versions

v25

2023-08-12 10:45am

Generated on Aug 12, 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.
Other Formats
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Dataset Split

Train Set 92%
7368Images
Valid Set 4%
308Images
Test Set 4%
301Images

Preprocessing

Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Brightness: Between -15% and +15%
Exposure: Between -8% and +8%
Blur: Up to 0.75px
Noise: Up to 1% of pixels

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