Needle_ASM_and_Sleeve Dataset
v2
2024-06-01 8:51pm
Generated on Jun 1, 2024
302 Total Images
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Dataset Split
Train Set 87%
264Images
Valid Set 8%
25Images
Test Set 4%
13Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels