Machine Learning: in the browser with Tensorflow.js
Role: Built a tiny web app that uses the web cam to recognize images using the Mobilenet dataset
Technology: Python, Tensorflow.js, Neural Networks
Lesson Learned: Learning on a high-level how to train a network and to work with Tensorflow
Highlights:
I first tested the Tensorflow API by building my own dataset of vegetable photos to train the classifier to classify different vegetables on the terminal. I then discovered the Tensorflow Javascript library and tested Tensorflow and the Mobilenet dataset on the browser against pictures of my dogs using transfer learning.
Testing:
