Dataset Versions

v5

2022-12-27 11:01am

Generated on Dec 27, 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.
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Dataset Split

Train Set 54%
7Images
Valid Set 31%
4Images
Test Set 15%
2Images

Preprocessing

Auto-Orient: Applied
Static Crop: 17-53% Horizontal Region, 36-93% Vertical Region
Resize: Fit within 320x640

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 36% of images

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