Onepanel enables users to develop, train, collaborate on and deploy deep learning models and pipelines in a reproducible, elastic, hybrid and multi-cloud environment. The models along with their environment templates can then be shared. Onepanel also makes it easy to facilitate globally distributed teams to annotate data and automatically kickoff model training all in the cloud.