Dataset Versions

v12

2023-08-16 8:40am

Generated on Aug 16, 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 89%
7938Images
Valid Set 9%
816Images
Test Set 2%
149Images

Preprocessing

Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Grayscale: Apply to 70% of images
Saturation: Between -25% and +25%
Blur: Up to 10px
Noise: Up to 15% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -25° and +25°