Show HN: Open source Deep Learning Background removal service Me and my colleague have been working on a small POC for Background removal. We used semantic segmentation trained on selfies, and documented the process of training and deploying a Keras model with Docker, Heroku and a Gitlab CI in 3 posts: https://greenscreen-ai.boorgle.com Server side implementation https://greenscreen-ai-client.boorgle.com Client side implementation using KerasJS Training post https://medium.com/@gidishperber/background-removal-with-dee... Deploying Keras model to Heroku with Gitlab CI https://medium.com/@burgalon/deploying-your-keras-model-3564... KerasJS client side post https://medium.com/@burgalon/deploying-your-keras-model-usin... Server side source code https://gitlab.com/fast-science/background-removal-server Client side post https://gitlab.com/fast-science/background-removal-vue |