Dataset Versions

v4

2024-09-29 11:04am

Generated on Sep 29, 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 88%
2819Images
Valid Set 8%
263Images
Test Set 4%
131Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1280x1280
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Blur: Up to 1px