Thomas Crosley’s Blog

Link to Site - https://crosleythomas.github.io/blog/

Welcome to my machine learning blog. I write about best practices with TensorFlow, simple implementation tricks, and my own research in computer vision and robotics.

I’m keeping this blog all open source on Github for better interaction with readers. Feel free to fork the repository to use examples, send me pull requests for any issues/contributions, send feature requests for articles, etc.


Posts

TensorFlow from Start to Finish

A guide to the full process of developing models in TensorFlow. I explain how to convert your data into TFRecord files, load in TFRecords, construct a model with the new Estimator API, train, and evaluate your model effectively.
[Blog Post]

The explanations in this posts are paired with my templates for TensorFlow development.
[TensorPlates Blog Post] [TensorPlates Code]


TensorPlates

Templates for each step of developing models in TensorFlow.
[Blog Post] [Code]