Dataset Versions

v1

2024-01-26 5:21pm

Generated on Jan 26, 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 99%
3117Images
Valid Set 1%
43Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Blur: Up to 2.5px
Cutout: 4 boxes with 11% size each
Bounding Box: Rotation: Between -38° and +38°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical

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