Abinash Senapati

Smartathon

Object Detection

Smartathon Image Dataset

v2

2023-01-15 9:11am

Generated on Jan 15, 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 70%
5508Images
Valid Set 20%
1571Images
Test Set 10%
787Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 960x540

Augmentations

No augmentations were applied.
visual-distortion 2
9955 images
Urban-Distortion
7874 images
-UNKEPT_FACADE-GRAFFITI-BROKEN_SIGNAGE-CONSTRUCTION_ROAD-CLUTTER_SIDEWALK-POTHOLES-SAND_ON_ROAD-BAD_BILLBOARD-GARBAGE-FADED_SIGNAGE-BAD_STREETLIGHT-
7865 images
Pollution
7958 images