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Needle_ASM_and_Sleeve

Keypoint Detection

Needle_ASM_and_Sleeve Image Dataset

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Versions
2024-06-07 9:30pm
v6
·
24 days ago
2024-06-05 10:39am
v5
·
a month ago
2024-06-05 10:22am
v4
·
a month ago
2024-06-04 9:10pm
v3
·
a month ago
2024-06-01 8:51pm
v2
·
a month ago
2024-06-01 12:02am
v1
·
a month ago
v3

2024-06-04 9:10pm

Generated on Jun 4, 2024
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302 Total Images

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Dataset Split

Train Set 87%
264Images
Valid Set 8%
25Images
Test Set 4%
13Images

Preprocessing

Resize: Stretch to 1792x1792
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Exposure: Between -15% and +15%
Blur: Up to 4.9px
Noise: Up to 1.97% of pixels

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