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Automatic Billing System for Sri Lankan Pastry Shop using deep learning

Object Detection

Automatic Billing System for Sri Lankan Pastry Shop using deep learning Image Dataset

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Versions
2023-06-29 1:42pm
v13
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a year ago
2023-05-15 8:32am
v12
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a year ago
2023-04-25 2:12am
v11
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a year ago
2023-04-24 2:02am
v10
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a year ago
2023-04-24 2:01am
v9
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a year ago
2023-04-21 12:58am
v8
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a year ago
2023-04-20 12:13am
v7
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a year ago
2023-04-10 3:03am
v6
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a year ago
2023-04-10 2:46am
v5
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a year ago
2023-04-10 2:39am
v4
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a year ago
2023-04-03 12:59am
v3
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a year ago
2023-04-01 11:58am
v2
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a year ago
2023-03-22 2:18am
v1
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a year ago
v5

2023-04-10 2:46am

Generated on Apr 10, 2023
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8700 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%
8076Images
Valid Set 7%
604Images
Test Set 0%
20Images

Preprocessing

Auto-Orient: Applied
Static Crop: 6-98% Horizontal Region, 19-96% Vertical Region
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -16° and +16°
Hue: Between -58° and +58°
Brightness: Between -22% and +22%