object detection

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dataset

Classification

dataset Image Dataset

Versions
2024-04-10 4:21pm
v1
Apr 10, 2024
v1

2024-04-10 4:21pm

Generated on Apr 10, 2024
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10589 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 82%
8720Images
Valid Set 12%
1252Images
Test Set 6%
617Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal
Crop: 14% Minimum Zoom, 30% Maximum Zoom
Grayscale: Apply to 9% of images
Blur: Up to 1.9px