Real-time polluting vehicle detection system

Object Detection

Dataset Versions

v3

2023-04-23 11:01am

Generated on Apr 23, 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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Dataset Split

Train Set 75%
751Images
Valid Set 17%
168Images
Test Set 8%
82Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Modify Classes: 2 remapped, 0 dropped

Augmentations

No augmentations were applied.