Dataset Versions

v3

Standard_Dataset

Generated on Jun 13, 2024

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 89%
1603Images
Valid Set 6%
105Images
Test Set 6%
103Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x720

Augmentations

Outputs per training example: 7
Flip: Horizontal
Grayscale: Apply to 5% of images
Saturation: Between -10% and +10%
Brightness: Between -8% and +8%