Dataset Versions

v11

2022-03-01 6:28pm

Generated on Mar 1, 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 82%
4521Images
Valid Set 18%
1005Images
Test Set 0%
2Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Shear: ±18° Horizontal, ±18° Vertical
Brightness: Between -50% and +50%
Blur: Up to 2.5px
Bounding Box: Rotation: Between -9° and +9°
Bounding Box: Brightness: Between -15% and +15%