Dataset Versions

v3

2023-10-08 11:14am

Generated on Oct 8, 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 98%
3069Images
Valid Set 2%
63Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°
Shear: ±6° Horizontal, ±6° Vertical
Saturation: Between -7% and +7%
Exposure: Between -4% and +4%
Noise: Up to 1% of pixels

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