Dataset Versions

v11

2024-07-24 11:18am

Generated on Jul 24, 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%
14400Images
Valid Set 8%
1341Images
Test Set 4%
686Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x480

Augmentations

Outputs per training example: 3
Brightness: Between -36% and +36%
Blur: Up to 2.5px
Noise: Up to 1.13% of pixels

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