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음식

Object Detection

음식 Image Dataset

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Versions
2023-11-12 8:42pm
v8
Nov 12, 2023
2023-11-12 7:49pm
v5
Nov 12, 2023
2023-10-19 8:47am
v2
Oct 18, 2023
2023-10-12 5:23am
v1
Oct 11, 2023
v8

2023-11-12 8:42pm

Generated on Nov 12, 2023
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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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1104 Total Images

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Dataset Split

Train Set 69%
759Images
Valid Set 16%
173Images
Test Set 16%
172Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 10px
Noise: Up to 5% of pixels