Dataset Versions

v6

2023-01-11 1:11am

Generated on Jan 11, 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 86%
4395Images
Valid Set 8%
406Images
Test Set 6%
294Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 14 remapped, 3 dropped

Augmentations

Outputs per training example: 2
Rotation: Between -45° and +45°
Bounding Box: Shear: ±20° Horizontal, ±20° Vertical