Dataset Versions

v2

2023-12-30 11:14am

Generated on Dec 30, 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.
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Dataset Split

Train Set 90%
285Images
Valid Set 5%
16Images
Test Set 5%
16Images

Preprocessing

Auto-Orient: Applied
Dynamic Crop: Class: 5
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Applied
90° Rotate: Applied
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical

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