Dataset Versions

v16

2023-03-13 12:03pm

Generated on Mar 13, 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%
759Images
Valid Set 5%
40Images
Test Set 4%
30Images

Preprocessing

Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 28% of images
Hue: Between -65° and +65°
Saturation: Between -60% and +60%
Bounding Box: Exposure: Between -22% and +22%
Bounding Box: Blur: Up to 4px

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