XCloud is an open-source AI platform which provides common AI services (computer vision, NLP, data mining and etc.) with RESTful APIs. The platform is developed and maintained by @LucasX based on Django and PyTorch.
- Computer Vision
- Face Analysis
- Face Comparison
- Facial Beauty Prediction (ShuffleNet V2 as backbone)
- Gender Recognition
- Race Recognition
- Age Estimation
- Facial Expression Recognition
- Face Retrieval
- Image Recognition
- Scene Recognition
- Food Recognition
- Flower Recognition
- Plant Disease Recognition
- Pornography Image Recognition
- Skin Disease Recognition
- Face Analysis
- NLP
- Text Similarity Comparison
- Sentiment Classification for douban.com
- News Classification
- Data Mining
- Zhihu Live Quality Evaluation
- Data Services
- Zhihu Live & Comments
- Major Hospital Information
- Primary and Secondary School on Baidu Baike
- Weather History
- Research
- Age Estimation
- Medical Image Analysis (Skin Lesion Analysis)
- create a virtual enviroment named
pyWebfollow this tutorial - install Django and PyTorch
- install all dependent libraries:
pip3 install -r requirements.txt - activate Python Web environment:
source ~/pyWeb/bin/activate pyWeb - start django server:
python3 manage.py runserver 0.0.0.0:8001 - open your browser and visit welcome page:
http://www.lucasx.top:8001/index
- @LucasX: system/algorithm/deployment
- @reallinfo: logo design
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XCloud is free for researchers. For commercial use, please email me AT xulu0620@gmail.com for more details.
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Please ensure that your machine has a strong GPU equipment.
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More features will be added in the next future! For XCloud in Java, please refer to CVLH for more details!
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Technical details can be read from our Technical Report.
If you use our codebase or models in your research, please cite this project. We will release a paper or technical report later.
@misc{xu2019xcloud,
author = {Lu Xu and Yating Wang and Xueying Zhang and Tao Hu and Yudi He and Cheng Yang and Ying Liu and Jinhai Xiang},
title = {XCloud: Design and Implementation of AI Cloud Platform with RESTful API Service},
howpublished = {\url{https://github.com/lucasxlu/XCloud.git}},
year = {2019}
}