full stack data science

pothhole detection

Object Detection

pothhole detection Image Dataset

v1

2022-08-16 12:57pm

Generated on Aug 16, 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%
465Images
Valid Set 20%
133Images
Test Set 10%
67Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

No augmentations were applied.