annotation groupe2

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annotation cellule

Instance Segmentation

annotation cellule Image Dataset

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Versions
2024-05-02 4:22pm
v4
May 2, 2024
2024-05-01 5:16pm
v3
May 1, 2024
v4

2024-05-02 4:22pm

Generated on May 2, 2024
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360 Total Images

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Dataset Split

Train Set 86%
309Images
Valid Set 10%
35Images
Test Set 4%
16Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Tile: 2 rows x 2 columns
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -11° and +11°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 4px
Noise: Up to 5.01% of pixels
Cutout: 3 boxes with 16% size each