Potholes

Test

Object Detection

Test Image Dataset

v4

2024-06-22 7:33pm

Generated on Jun 22, 2024

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.
Other Formats
Choose another format.

Dataset Split

Train Set 82%
3428Images
Valid Set 12%
490Images
Test Set 6%
245Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Pothole-Kc85-SuLX
2419 images
Pothole-qWN3
2415 images
iot
pothole
2449 images
Mix
pothole
1463 images