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ECG image classification

Classification

ECG image classification Image Dataset

Versions
2024-01-19 2:18pm
v2
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5 months ago
2024-01-19 2:08pm
v1
·
5 months ago
v1

2024-01-19 2:08pm

Generated on Jan 19, 2024
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4459 Total Images

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Dataset Split

Train Set 87%
3879Images
Valid Set 9%
387Images
Test Set 4%
193Images

Preprocessing

Auto-Orient: Applied
Static Crop: 6-96% Horizontal Region, 21-93% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -1° and +1°