RoadBounce

RoadBounce

Object Detection

RoadBounce Image Dataset

v1

2023-06-17 1:16am

Generated on Jun 16, 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 72%
159Images
Valid Set 17%
38Images
Test Set 11%
24Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.

Augmentations

No augmentations were applied.
pothole-or-manhole
3669 images
Potholes
499 images
pothole
3174 images
pothole-manhole
3240 images