Dataset Versions

v1

first_version

Generated on Mar 20, 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 96%
2027Images
Valid Set 2%
37Images
Test Set 2%
39Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 360x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Hue: Between -25° and +25°
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Noise: Up to 5% of pixels

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