Using open source Keras and Grad-CAM the user can upload their own photos and get explainable predictions of what a standard, pre-trained model thinks is in the image. This app makes these open source tools more accessible by adding a easy-to-use front end.
This app can be used as a template for Wave App developers on how to integrate third-party modeling frameworks into your own apps. Find the source code at https://github.com/mtanco/wave-grad-cam
Keras: Keras is a deep learning API written in Python, running on top of the machine learning platform TensorFlow. It was developed with a focus on enabling fast experimentation. Being able to go from idea to result as fast as possible is key to doing good research.
H2O Wave: H2O Wave is an open-source Python development framework that makes it fast and easy for data scientists, machine learning engineers, and software developers to develop real-time interactive AI apps with sophisticated visualizations.