Lesley Natrop

Traffic Detection

Object Detection

Traffic Detection Image Dataset

v4

2022-12-30 1:50pm

Generated on Dec 30, 2022

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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.
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Dataset Split

Train Set 92%
5169Images
Valid Set 6%
322Images
Test Set 2%
111Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Brightness: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 1% of pixels