Dataset Versions

v30

2024-11-15 2:53pm

Generated on Nov 15, 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 96%
1182Images
Valid Set 4%
51Images
Test Set 0%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Grayscale: Apply to 12% of images
Saturation: Between -18% and +18%
Exposure: Between -7% and +7%
Noise: Up to 1.64% of pixels

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