Posts Tagged ‘ deep learning ’

Traffic signs recognition. Training RNN and checking result. Part3.

01.07.2017
By
Traffic signs recognition. Training RNN and checking result. Part3.

We have prepared all necessary files after implementation of part 1 and part 2 works. Lets start procedure of learning with tensorflow. TF model part taken at this link (Jiovanny Claudio). Jiovanny gave very good explanation of Tensorflow model which have used for deep learning. I have made some corrections in model for correct...

Read more »

Traffic signs recognition. Preparing russian dataset for learning. Part 2.

30.06.2017
By
Traffic signs recognition. Preparing russian dataset for learning. Part 2.

I have described bad attempts to train RNN with Russian Traffic dataset before – here for example. To solve this problem first I have sorted all images into classes to it’s own directory and found that quality of images is very bad: 1. there is a lot of images which can’t recognize by human...

Read more »