sigilioso / tensorflow-training

Tensorflow training

Repo created to practice with tensorflow, first problemas are based on openwebminars course.

Installing tensorflow from source

In this case I need it compiled for python 3.6 with cpu sse4.1 / sse4.2 instructions.

See: tensorflow/tensorflow#8037

• Follow installing from sources guide
• Use -mavx -msse4.1 -msse4.2 when propmted during configuration process

Already compiled version in tensorflow-builds repo.

The compiled version mentioned above is used in the Pipfile.

DITS-classification problem

Classification of traffic signals problem.

• In order to prepare data, download and unzip it from http://www.dis.uniroma1.it/~bloisi/ds/dits.html

TODO

• Auto-adjust learning rate
• Commands to train / make predictions