Automatic Billing System for Sri Lankan Pastry Shop using deep learning Image Dataset
Versions
2023-06-29 1:42pm
v13
Jun 29, 2023
2023-05-15 8:32am
v12
May 15, 2023
2023-04-25 2:12am
v11
Apr 25, 2023
2023-04-24 2:02am
v10
Apr 24, 2023
2023-04-24 2:01am
v9
Apr 24, 2023
2023-04-21 12:58am
v8
Apr 21, 2023
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v7
Apr 20, 2023
2023-04-10 3:03am
v6
Apr 10, 2023
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v5
Apr 10, 2023
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v4
Apr 10, 2023
2023-04-03 12:59am
v3
Apr 3, 2023
2023-04-01 11:58am
v2
Apr 1, 2023
2023-03-22 2:18am
v1
Mar 22, 2023
v13
2023-06-29 1:42pm
Generated on Jun 29, 2023
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2212 Total Images
View All Images
Dataset Split
Train Set 90%
1989Images
Valid Set 8%
171Images
Test Set 2%
52Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -16° and +16°
Grayscale: Apply to 25% of images
Brightness: Between -22% and +22%
Blur: Up to 2.5px
Cutout: 3 boxes with 10% size each
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