random images Dataset

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Versions
2024-04-04 12:01pm
v3
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3 months ago
2024-03-04 5:56pm
v2
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4 months ago
2024-03-02 11:03am
v1
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4 months ago
v3

2024-04-04 12:01pm

Generated on Apr 4, 2024
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23330 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 77%
18070Images
Valid Set 15%
3556Images
Test Set 7%
1704Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Tile: 2 rows x 2 columns
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 2
Exposure: Between -15% and +15%
Noise: Up to 1.5% of pixels