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Ersatz is a web-based machine learning program that can automate recognition tasks that previously required human interaction. The Ersatz platform can be used or model & data visualization, team collaboration, and GPU computing, all from within a browser. The Ersatz REST API allows developers to make HTTP requests to programmatically access the platform to create, retrieve, and update objects concerning datasets, models, predictions, and ensembles. Using the API, developers can upload files to a maximum of 10MB per API call.