Tuatini's blog

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GODARD Tuatini

  1. SuperDatascience poadcast

    Here is my in interview with Kirill Eremenko from SuperDatacience where we discuss various things around Data science/AI.…

  2. Practical image segmentation with Unet

    Introduction In this post we will learn how Unet works, what it is used for and how to implement it. To do so we will use the original Unet paper, Pytorch and a Kaggle competition where Unet was massively used. If you don't know anything about Pytorch, you are afraid…

  3. Building TensorFlow 1.3.0 as a standalone project (Raspberry pi 3 included)

    Here you'll learn how to build Tensorflow either for your x86_64 machine or for the raspberry pi 3 as a standalone shared library which can be interfaced from the C++ API. (This tutorial couldn't be possible without the help of the people from the References section) Watch out for…

  4. [Part 2] How to setup your own environment for deep learning - For remote access

    Introduction and goal In part 1 we learned how to setup your computer locally for deep learning. Now imagine you're like me and you usually work on your laptop but you still want to use your computer with a powerful GPU whenever you want from anywhere in the world, in…

  5. [Part 1] How to setup your own environment for deep learning - Locally

    Introduction and goal Before I jumped into into the field of deep learning my first thoughts were about the hardware I would need to run deep learning models. Of course I could have used cloud services such as Amazon AWS GPU instances, but when I saw their pricing I realized…