Dataset Versions

v33

2022-11-08 10:00pm

Generated on Nov 8, 2022

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 93%
774Images
Valid Set 6%
52Images
Test Set 1%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x320

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Grayscale: Apply to 50% of images
Brightness: Between -30% and +30%
Blur: Up to 5px
Noise: Up to 3% of pixels

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