Previously we learned how to prepare dataset to feed it to our tensorflow model. So In this tutorial, we will be using the same dataset generator class that we wrote in our previous post, to get data from the dataset directory. We will also learn to build an image classifier using convolutional neural network which we will train on that dataset Prerequisites … [Read more...]
Archives for 2017
Prepare Real life Data Set To Train Your Tensorflow Model
In the last few tutorial, we learned what is a neural network, and how to write your own network in python from scratch. We learned how to use Tensorflow to quickly create a neural network and train it easily. Then we learned how to use Tensorboard to visualize the network for debugging and see real-time results. Now we are equipped with the basic knowledge, we can start … [Read more...]
TensorBoard Tutorial, Visualize Your Networks Graphically
Till now we were building neural networks but what if our code is not generating the exact network that we have in our mind. Due to some silly mistake we did in our code, the network that is actually created is totally different. So is there a way to actually see the structure of the network we made using Tensorflow? Well here comes TensorBoard tutorial. We can graphically … [Read more...]
TensorFlow Tutorial Ground Zero | How To Start
Hey Everyone in my last post I showed how we can write a simple neural network program in python from scratch, just to have a better understanding of how they actually work under the hood. If you haven't checked it yet please click here to check that out first. Okay so in this post I prepared a complete basics yet well-informed tensorflow tutorial, where we will see how we can … [Read more...]
Gesture Recognition Virtual Mouse Using OpenCV
In My Last OpenCV Tutorial I wrote a program to detect green objects and track them. in this post I am going to show you how we can extend that idea to do some more things like gesture recognition. We will apply that to create a virtual mouse. I will be using that code as a base of this program and will work on top of it. So if you haven't read the previous tutorial you can … [Read more...]