PiSYS Network

YOLOv5

Object Detection

YOLOv5 Image Dataset

v5

Handicapped Parking Permit

Generated on Jan 27, 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 69%
240Images
Valid Set 11%
37Images
Test Set 20%
70Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Brightness: Between 0% and +0%
Noise: Up to 0% of pixels