Dataset Versions

v12

2023-05-08 4:09pm

Generated on May 8, 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 88%
6240Images
Valid Set 8%
569Images
Test Set 4%
290Images

Preprocessing

Resize: Stretch to 640x640
Modify Classes: 26 remapped, 19 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Saturation: Between -25% and +25%
Noise: Up to 5% of pixels

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