Dataset Versions

v9

2023-04-30 12:45am

Generated on Apr 29, 2023

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 78%
456Images
Valid Set 10%
60Images
Test Set 12%
72Images

Preprocessing

Resize: Fit within 512x768
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Saturation: Between -55% and +55%
Exposure: Between -10% and +10%
Blur: Up to 1.25px
Noise: Up to 6% of pixels

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