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 When I tried the client side version on the same image, it wasn't good compared to the server side. Are you using a different model on the client? Indeed I had a problem converting the latest model to KerasJS This is really cool! Thanks for sharing. very nice concept, too bad the greenscreen-ai-client a bit slow Yep. I'm looking forward to finish our implementation using WebDNN. It's super fast