Today's post is about the best books to read if you are into deep learning in 2019 for free. Some of these deep learning books are theoretical in approach, focusing more on mathematics behind neural networks and deep learning. While, Other books have practical approach. The Deep Learning Book - Any post will be incomplete without mention … Continue reading Best Books to read about Deep Learning in 2019 for free
This blog post is about a small script which I have written which will help you to understand basic concepts of Reinforcement Learning. Recently, I came across a talk by Richard Sutton at Microsoft titled - "Tutorial: Introduction to Reinforcement Learning with Function Approximation". In this tutorial, he demonstrates a tool which was written in … Continue reading Reinforcement Learning Game
This blog post gives a short and beginner friendly introduction to YOLO algorithm. Please read the post, comment your views and subscribe the blog 🙂 YOLO (You Only Look Once) is an amazingly fast object detection computer vision architecture. It was presented in CVPR 2016. Check out this amazing video by authors of Yolo's paper … Continue reading An Introduction to YOLO (You Only Look Once)
Mask RCNN is a simple, flexible, and general framework for object instance segmentation. Before we move towards Mask RCNN, Let's understand instance segmentation. Instance segmentation is the task in which the model detects and delineates each distinct object of interest that appear in the image. In Instance Segmentation the model Identifies each object instance of each … Continue reading Introduction to Mask RCNN
Step by step process to start with Google Colab - Go to https://colab.research.google.com/ and sign in with your gmail account. After the above steps you will get a screen like the following - The next step is to click on New Python3 Notebook here - Now we can select our run time - After we click … Continue reading Getting started with Google Colab
This blog post is about how to write a basic deep neural network in Cpp Pytorch. I was wondering last weekend that how to train a Deep Neural Network using only Pytorch/TensorFlow C++. I know why we prefer python, because it is super easy to prototype in python. Python frontend of Pytorch or even Tensorflow … Continue reading Pytorch Cpp Tutorial
I know how it feels you are sitting at the bank of the river and thinking whether to jump or not. It gets terrible when you don't know how to swim. i was in a similar situation. It was couple of years ago when I was talking to my friends in IIT, some working in … Continue reading How to learn machine learning for free?