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TRAFFIC_OFFENDERS

Object Detection

TRAFFIC_OFFENDERS Image Dataset

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Versions
2023-04-04 10:12am
v2
Apr 4, 2023
2023-04-03 12:20am
v1
Apr 2, 2023
v1

2023-04-03 12:20am

Generated on Apr 2, 2023
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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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1601 Total Images

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Dataset Split

Train Set 87%
1398Images
Valid Set 8%
136Images
Test Set 4%
67Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -25% and +25%
Noise: Up to 5% of pixels