sda Dataset

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2024-06-21 8:46am
v5
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3 months ago
2023-11-30 11:09pm
v4
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10 months ago
2023-11-30 10:28pm
v3
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10 months ago
2023-11-14 10:55am
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a year ago
2023-11-14 8:54am
v1
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a year ago
v4

2023-11-30 11:09pm

Generated on Nov 30, 2023
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8616 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 95%
8190Images
Valid Set 3%
281Images
Test Set 2%
145Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Mosaic: Applied

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