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Cattle detection

Instance Segmentation

Cattle detection Image Dataset

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Versions
2023-10-18 7:53pm
v3
Oct 19, 2023
2023-10-18 7:48pm
v2
Oct 19, 2023
v3

2023-10-18 7:53pm

Generated on Oct 19, 2023
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1168 Total Images

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Dataset Split

Train Set 86%
1008Images
Valid Set 9%
100Images
Test Set 5%
60Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1920x1080
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Mosaic: Applied