Hello World

Van

Object Detection

Van Image Dataset

v1

2024-01-16 10:10am

Generated on Jan 16, 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 87%
1657Images
Valid Set 8%
160Images
Test Set 4%
80Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Blur: Up to 2.2px
Per-Dog-T-Bus-V-Bic-Mot-Amb-Car
5485 images
Van
Van
1245 images
f
Car-Truck-Van-Motorcycle-Bicycle
1000 images
all
Car-Truck-Van-Bus
3836 images
Van
Van
1000 images