CloudCV began in the summer of 2013 as a research project within the Machine Learning and Perception lab at Virginia Tech (now at Georgia Tech), with the ambitious goal of making platforms to make AI research more reproducible. We’re a young community working towards enabling developers, researchers, and fellow students to build, compare and share state-of-the-art Artificial Intelligence algorithms. We believe that one shouldn’t have to be an AI expert to have access to cutting edge vision algorithms. Likewise, researchers shouldn’t have to worry about building a service around their deep learning models to showcase and share it with others.
We have participated in the past eight installments of Google Summer of Code, over the course of which our students built several excellent tools and features. If you are interested in participating as a student or mentor, scroll down to check out our projects and get involved! We are more than happy to answer any questions you may have regarding CloudCV, so feel free to reach out to us on our Slack workspace or on our mailing list.
EvalAI is an open source web platform that aims to help researchers, students and data scientists create, collaborate, and participate in Artificial Intelligence (AI) challenges. By simplifying and standardizing the process of benchmarking AI, we want to circumvent many of the factors impeding the rate of progress in AI.
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Fabrik is an online collaborative platform to build, visualize and share deep learning models by a simple drag-and-drop approach. It allow researchers to collaboratively develop and debug models using a web GUI that allows importing, editing and exporting networks from widely popular frameworks like Caffe and Keras.
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Origami is a AI-as-a-service that allows researchers to easily convert their deep learning models into an online service that is widely accessible to everyone without the need to setup the infrastructure, resolve the dependencies, and build a web service around the deep learning model. By lowering the barrier to entry to latest AI algorithms, we provide developers, researchers and students the ability to access any model using a simple REST API call.
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Mentoring is very important to the future of CloudCV. It introduces new people to the world of open source software who will enrich our community with their ideas and talents.
Apart from technical skills, being a mentor requires your time, a clear roadmap for your project and good organization skills. If you think you would be a good fit to mentor one of our projects, do reach out to us!
Have your own idea? Add an issue to our GSoC-Ideas repository.
In case of queries, you can contact us.
Email: team@cloudcv.org
