Dataset Versions

v1

2024-02-27 2:48pm

Generated on Feb 27, 2024

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%
1395Images
Valid Set 10%
172Images
Test Set 7%
125Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -8° and +8°
Blur: Up to 2.6px
Cutout: 1 boxes with 31% size each
Bounding Box: Flip: Horizontal