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active_learning_sam_v2

Instance Segmentation

active_learning_sam_v2 Image Dataset

Versions
2023-12-05 4:27pm
v3
·
7 months ago
2023-11-29 5:30pm
v2
·
7 months ago
2023-11-29 5:23pm
v1
·
7 months ago
v2

2023-11-29 5:30pm

Generated on Nov 29, 2023
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4466 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 93%
4134Images
Valid Set 7%
332Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Exposure: Between -15% and +15%
Cutout: 12 boxes with 4% size each
Bounding Box: Rotation: Between -23° and +23°