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 […]
Latest In Computer Vision
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 […]
OpenCV Object Tracking by Colour Detection in Python
Hi everyone, we have already seen lots of advanced detection and recognition techniques, but sometime its just better with old school colour detection techniques for multiple object tracking. So today we will be doing simple colour detection to detect some green objects and mark them in live camera view.
How to use IP Webcam with opencv as a wireless camera
Hi guys, If you are interested in creating robots, or embedded systems like me then you must be wondering if there is an way to use your android phone as an wireless camera (IP Webcam ) for your opencv code embedded in a SBC like Raspberry Pi, You might have already know about IP Webcam […]
Object Recognition In Any Background Using OpenCV Python
In my previous posts we learnt how to use classifiers to do Face Detection and how to create a dataset to train a and use it for Face Recognition, in this post we are will looking at how to do Object Recognition to recognize an object in an image ( for example a book), using SIFT/SURF Feature […]
Latest In Machine Learning
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 […]
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 […]
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 […]
Build Neural Network From Scratch in Python (no libraries)
Hello, my dear readers, In this post I am going to show you how you can write your own neural network without the help of any libraries yes we are not going to use any libraries and by that I mean any external libraries like tensorflow or theano. I will still be using math library […]