CloudCV is a young open source platform to make AI research reproducible by making it easy for researchers to build, compare and share state-of-the-art AI algorithms with everyone.
CloudCV is a young open source cloud platform started in 2013 by students and faculty from Machine Learning and Perception Lab at Virginia Tech (now at Georgia Tech) with the aim to make AI research more reproducible. At CloudCV, we are building tools that enable researchers to build, compare and share start-of-the-algorithms.
CloudCV consists of three major platforms:
Origami is an AI-as-a-service solution that allows researchers to easily convert their deep learning models into an online service that is widely accessible to everyone without the need to set up the infrastructure, resolve the dependencies, and build a web service around the deep learning model.
Fabrik is an online collaborative platform to build, visualize and train deep learning models with a simple drag-and-drop approach. It allows 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.
EvalAI is an evaluation server that will host AI challenges like Visual Question Answering, Image Captioning. In recent years, it has become increasingly difficult to compare an algorithm solving a given task with other existing approaches. By providing a central leaderboard and submission interface, we make it easier for researchers to reproduce the results mentioned in the paper and perform reliable & accurate quantitative analysis.
Primary Open Source License: BSD 3-Clause "New" or "Revised" License (BSD-3-Clause)