Siva

Combined projects22classes

Object Detection

Combined projects22classes Image Dataset

v1

2024-06-21 2:25pm

Generated on Jun 21, 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 86%
12984Images
Valid Set 9%
1343Images
Test Set 5%
688Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
potholes-distortions-mW7O-eSWK
6747 images
distortions-mW7O
6152 images
310-mlpJ-hi-gAgD-4cLp-obstruction-tPcZ-sHJk-JCjt-8or1-dataset0012
3718 images