smartathon

Version1

Object Detection

Version1 Image Dataset

v1

2023-01-18 1:34am

Generated on Jan 17, 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 88%
16536Images
Valid Set 8%
1575Images
Test Set 4%
787Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Brightness: Between -12% and +12%
Blur: Up to 2.5px
w
w
1639 images
gh
gh
1899 images
GRAFFITI-POTHOLES-GARBAGE
135 images
visual-pollution
788 images
Visual-pollution-types
7852 images