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Dataset assetOpen Source CommunityFood RecognitionTraditional Chinese Food
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.
Source
github
Created
Apr 25, 2023
Updated
Aug 31, 2023
Signals
870 views
Availability
Linked source ready
Overview
Dataset description and usage context
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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