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Snake

Instance Segmentation

Snake Image Dataset

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Versions
2024-01-24 4:17pm
v11
Jan 24, 2024
2023-12-28 3:46pm
v10
Dec 28, 2023
2023-12-28 1:34pm
v9
Dec 28, 2023
2023-12-28 1:34pm
v8
Dec 28, 2023
2023-12-26 1:41pm
v7
Dec 26, 2023
2023-12-16 6:58pm
v6
Dec 16, 2023
2023-12-02 2:57pm
v5
Dec 2, 2023
v11

2024-01-24 4:17pm

Generated on Jan 24, 2024
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7593 Total Images

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Dataset Split

Train Set 88%
6645Images
Valid Set 8%
632Images
Test Set 4%
316Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Blur: Up to 2.5px