DATASET
Open Source Community
ChineseFoodNet
This is a dataset of images of traditional Chinese food. It includes 208 food classes, with a total image size of about 20 GB and approximately 180 000 images.
Updated 8/31/2023
github
Description
Dataset Overview
Dataset Name
ChineseFoodNet
Dataset Content
- Contains 208 classes of traditional Chinese food images.
- Total image size is about 20 GB, with roughly 180 000 images.
Dataset Download
- Image data download link: https://pan.baidu.com/s/1EgaDwWOfJVmBQ_JWO64_4Q, extraction code: 4ma7.
- Label data download link: https://pan.baidu.com/s/19xGMtIHiAZDOKajLfLLlfQ, extraction code: 16pb.
Dataset Usage
- Place the downloaded data in a
ChineseFoodNetfolder and organize according to the specified directory structure. - Implementation uses PyTorch version 1.8.1.
Model Training Results
- Training set: Top‑1 Accuracy: 97.28 %, Top‑5 Accuracy: 99.83 %.
- Validation set: Top‑1 Accuracy: 68.76 %, Top‑5 Accuracy: 90.95 %.
- Test set: Top‑1 Accuracy: 68.93 %, Top‑5 Accuracy: 91.09 %.
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Topics
Food Recognition
Traditional Chinese Food
Source
Organization: github
Created: 4/25/2023
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