Category: Windows

  • Setting up TensorFlow with CUDA on Windows

    I did the post about How to setup TensorFlow on Windows about a month back. I only covered setting up the CPU version of TensorFlow there, and promised that I’ll do the guide for the GPU version soon. But I haven’t had the change to come round to write the guide until now. I guess…

  • Installing OpenCV 3 on Anaconda Python 3.5 on Windows

    If you checked my last post, you know that TensorFlow now officially works on Windows. This was really exciting to me, since I was using a Linux machine for my TensorFlow experiments, I had to switch between the Linux and Windows for my other tasks. Now, I should be able to perform some of those…

  • Setting up TensorFlow on Windows

    TensorFlow, since it has been released just over an year ago, has gained a huge popularity with its capabilities. But the platforms it worked on was limited – there were only pre-packaged Python packages for Linux initially, while it gained a Mac OS compatible version along the way. Windows users were left wondering when (or…

  • Switching between TensorFlow and Theano on Keras

    Keras speeds up the task of building Neural Networks by providing high-level simplified functions to create and manipulate neural models. It itself does not provide the lower level neural and deep learning functions, but it’s rather meant to be run on an engine – which Keras refers to as a “backend” – which would provide…

  • Installing Dlib on Anaconda Python on Windows

    Update – 16/Dec/2019: There is now an easier way to install Dlib from the official pip package. Check out the new tutorial How to Build and Install the Latest Version of Dlib on Anaconda on Windows Dlib is a Machine Learning library, primarily written in C++, but has a Python package also. It has many…

  • Working Theano configs

    Here are the Theano configurations that I have tested and worked. These were tested on Windows 10 64-Bit, and Windows 7 64-Bit. (I will update when I test on other OS’s and setups) With GPU support, on CUDA and cuDNN In order to allow Theano to use the GPU, you need to be on a…

  • Getting Theano working with OpenBLAS on Windows

    I wanted to try out Machine Learning with Python, so my first choice was Keras with Theano. Got Theano installed from Git (to get the latest development version): pip install –upgrade –no-deps git+git://github.com/Theano/Theano.git Then, I needed to setup Theano with OpenBLAS (otherwise, training Keras models was painfully slow). Since I was on Windows, I had…