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You are here: Home / Archives for 2017

Archives for 2017

Lets Build An Image Classifier Using Tensorflow

Image Classifier using Neural Network in tensorflow

  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...]

Prepare Real life Data Set To Train Your Tensorflow Model

Generate / Prepare Data set form real data

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

Tensorflow in a nutshell Ground Zero, tensorflow tutorial

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

Gesture Recognition

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...]

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Recent Posts

  • Lets Build An Image Classifier Using Tensorflow
  • Prepare Real life Data Set To Train Your Tensorflow Model
  • TensorBoard Tutorial, Visualize Your Networks Graphically
  • TensorFlow Tutorial Ground Zero | How To Start
  • Gesture Recognition Virtual Mouse Using OpenCV

Categories

  • Computer Vision
    • Face Recognition
    • Object Recognition
  • Machine Learning
    • Neural Network

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Recent Comments

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  • Python-OpenCV训练一个人脸识别器 - 造壳 on Face Recognition OpenCV – Training A Face Recognizer
  • Deep Learning Tutorial in Python #3 – Tensorflow Operations Part 1 | Quantum Code on TensorFlow Tutorial Ground Zero | How To Start
  • Python-OpenCV训练一个人脸识别器 - 奇奇问答 on Face Recognition OpenCV – Training A Face Recognizer
  • Vangipuram Sainath on Build Neural Network From Scratch in Python (no libraries)

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