Dataset Versions

v7

2023-04-02 6:34pm

Generated on Apr 2, 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 81%
272Images
Valid Set 17%
57Images
Test Set 1%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Rotation: Between -2° and +2°
Grayscale: Apply to 50% of images
Exposure: Between -30% and +30%
Blur: Up to 3.5px
Noise: Up to 5% of pixels

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