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mb final1

Object Detection

mb final1 Image Dataset

Versions
2023-03-01 11:19am
v3
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a year ago
2023-03-01 10:47am
v2
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a year ago
2023-03-01 10:15am
v1
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a year ago
v3

2023-03-01 11:19am

Generated on Mar 1, 2023
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Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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33 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%
27Images
Valid Set 9%
3Images
Test Set 9%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x1280

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 24% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±32° Horizontal, ±45° Vertical
Blur: Up to 1.25px
Bounding Box: Blur: Up to 2.5px