LeeHW

traffic

Object Detection

traffic Image Dataset

v1

2022-08-26 8:17pm

Generated on Aug 26, 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 87%
566Images
Valid Set 8%
54Images
Test Set 5%
31Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

No augmentations were applied.
person-cyclist-vehicle
3616 images
Pedestrian-vehicle-road
3616 images
Red
left
432 images
traffic-crosswalk
2950 images