Dataset Versions

v2

2022-07-25 12:58pm

Generated on Jul 25, 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 96%
102Images
Valid Set 3%
3Images
Test Set 1%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±18° Vertical

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