test

Object Detection

test Image Dataset

v6

2024-02-18 2:54pm

Generated on Feb 18, 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.
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Dataset Split

Train Set 88%
1416Images
Valid Set 7%
113Images
Test Set 4%
72Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Mosaic: Applied
TrafficSign
77 images
traffic-sign
4008 images
TrafficSign
2964 images
TrafficSign
2964 images