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car

Object Detection

car Image Dataset

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Versions
2024-03-06 3:25pm
v2
Mar 6, 2024
2024-03-04 5:08pm
v1
Mar 4, 2024
v2

2024-03-06 3:25pm

Generated on Mar 6, 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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18126 Total Images

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Dataset Split

Train Set 96%
17460Images
Valid Set 2%
427Images
Test Set 1%
239Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -18° and +18°
Saturation: Between -25% and +25%
Exposure: Between -18% and +18%
Noise: Up to 2.47% of pixels