Kunal Pamu

Potholes

Object Detection

Potholes Image Dataset

v1

v1

Generated on Apr 25, 2022

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 70%
1093Images
Valid Set 20%
312Images
Test Set 10%
156Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

No augmentations were applied.
potholes
1561 images
Pothole
1244 images
Mix
pothole
1982 images