Dataset Versions

v3

2022-10-12 4:37pm

Generated on Oct 12, 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 87%
4152Images
Valid Set 8%
393Images
Test Set 4%
205Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x720

Augmentations

Outputs per training example: 3
Flip: Horizontal
Shear: ±17° Horizontal, ±6° Vertical
Grayscale: Apply to 20% of images
Hue: Between -90° and +90°

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