Dataset Versions

v17

2023-10-05 11:09am

Generated on Oct 5, 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 81%
381Images
Valid Set 10%
46Images
Test Set 10%
45Images

Preprocessing

Isolate Objects: Applied
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Upside Down
Grayscale: Apply to 50% of images
Saturation: Between -50% and +50%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%

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