Pediatric Echo Mechanism - PEADS Dataset
Versions
v1
2024-09-01 1:44pm
Generated on Sep 1, 2024
1573 Total Images
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Dataset Split
Train Set 89%
1407Images
Valid Set 7%
104Images
Test Set 4%
62Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 7
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%