Dataset Versions

v6

2023-02-10 4:06pm

Generated on Feb 10, 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.
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Dataset Split

Train Set 90%
3102Images
Valid Set 5%
177Images
Test Set 5%
170Images

Preprocessing

Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Brightness: Between -27% and +27%
Exposure: Between -13% and +13%
Blur: Up to 0.75px
Noise: Up to 1% of pixels
Cutout: 8 boxes with 2% size each

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