asd

Object Detection

asd Image Dataset

v2

2023-07-10 11:00am

Generated on Jul 10, 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 82%
842Images
Valid Set 12%
121Images
Test Set 6%
60Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Shear: ±22° Horizontal, ±10° Vertical
augmentation
727 images
Oz
traffic-signs
864 images
signs
2669 images
AutoCar-Man-Kid-Bike
167 images
traffic-signals
961 images