Dataset Versions

v13

2022-11-05 10:13am

Generated on Nov 5, 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 92%
219Images
Valid Set 8%
18Images
Test Set 1%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -10° and +10°
Grayscale: Apply to 50% of images
Exposure: Between -24% and +24%
Blur: Up to 2px

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