Dataset Versions

v4

2024-05-29 11:35am

Generated on May 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.
Other Formats
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Dataset Split

Train Set 96%
1250Images
Valid Set 3%
35Images
Test Set 1%
14Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 5
90° Rotate: Clockwise, Counter-Clockwise
Blur: Up to 1.1px
Noise: Up to 0.54% of pixels
Bounding Box: Flip: Horizontal

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