sateesh

Datasetnew

Object Detection

Datasetnew Image Dataset

v2

2024-05-26 11:31am

Generated on May 26, 2024

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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 93%
6325Images
Valid Set 3%
230Images
Test Set 4%
259Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
crack-pothole-jdus
2977 images
crack-pothole-jdus-qYsI
2294 images
obstruction-tPcZ-sHJk-JCjt-8or1-cracks0001-Fuqv-310-mlpJ-hi-gAgD-4cLp
3768 images
crack-aligatorcrack-badpaintings-6qll-310-mlpJ-hi-gAgD-4cLp
2314 images
310-mlpJ-hi-gAgD-4cLp-obstruction-tPcZ-sHJk-JCjt-8or1-dataset0012
3718 images