Escuela Superior politecnica del chimborazo

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GastricX

Classification

GastricX Image Dataset

Try Pre-Trained Model
Versions
300x300
v3
·
6 months ago
2023-12-25 1:29pm
v2
·
6 months ago
2023-12-24 5:49pm
v1
·
6 months ago
v3

300x300

Generated on Dec 25, 2023
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2365 Total Images

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Dataset Split

Train Set 88%
2070Images
Valid Set 8%
197Images
Test Set 4%
98Images

Preprocessing

Resize: Stretch to 300x300

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -16° and +16°
Grayscale: Apply to 84% of images
Hue: Between -31° and +31°
Saturation: Between -74% and +74%
Brightness: Between -30% and +30%
Exposure: Between -30% and +30%
Blur: Up to 2.75px
Noise: Up to 13% of pixels