The University of Hong Kong

Object Detection

Object Detection

Object Detection Image Dataset

v1

2024-03-31 6:05pm

Generated on Mar 31, 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 92%
4611Images
Valid Set 5%
246Images
Test Set 3%
128Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
wind-turbine
3002 images
UIT
Turbine-and-Cable
3002 images
ruzgar tirbunu
3002 images
windturbines
3002 images
turbine-cable-tower
3118 images