football

new_fiel

Object Detection

new_fiel Image Dataset

v1

2023-07-07 11:36am

Generated on Jul 7, 2023

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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 94%
2289Images
Valid Set 6%
157Images
Test Set 0%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 14% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 2% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -11% and +11%
Blur: Up to 0.75px
Noise: Up to 3% of pixels
Cutout: 9 boxes with 2% size each
Mosaic: Applied
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