Dataset Versions

v44

2022-10-23 8:49am

Generated on Oct 23, 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 76%
1110Images
Valid Set 11%
164Images
Test Set 13%
184Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 1
Rotation: Between -18° and +18°
Brightness: Between -40% and +40%
Noise: Up to 5% of pixels
Bounding Box: Blur: Up to 10px