san universe

detection

Object Detection

detection Image Dataset

v4

2024-04-14 1:07am

Generated on Apr 13, 2024

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 95%
312Images
Valid Set 5%
16Images
Test Set 0%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Bikers-with-and-without-helmets
148 images
detect-helmet
200 images
TB
truck-and-bus
200 images
PMA
motorcycle-with-2-people
204 images
sol
helmet
28 images