Dataset Versions

v8

2022-08-15 2:32pm

Generated on Aug 15, 2022

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 95%
3369Images
Valid Set 3%
114Images
Test Set 2%
64Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1920x1920
Auto-Adjust Contrast: Using Adaptive Equalization
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Blur: Up to 3px
Noise: Up to 3% of pixels
Mosaic: Applied

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