Dataset Versions

v4

2024-08-23 3:45am

Generated on Aug 23, 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 92%
1743Images
Valid Set 8%
147Images
Test Set %
0Images

Preprocessing

Resize: Fill (with center crop) in 1230x985
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Upside Down
Brightness: Between -17% and +17%
Noise: Up to 0.65% of pixels

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