KKD

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

2024-06-01 12:02am

Generated on May 31, 2024
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302 Total Images

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Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image

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

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