Computer Vision Tutorial: Implementing Mask R-CNN for Image Segmentation (with Python Code)
Overview Mask R-CNN is a state-of-the-art framework for Image Segmentation tasks We will learn how Mask R-CNN works in a step-by-step manner We will …
Deep Learning
6 Powerful Open Source Machine Learning GitHub Repositories for Data Scientists
Overview Check out the top 6 machine learning GitHub repositories created in June There’s a heavy focus on NLP again, with XLNet outperforming Google’s …
Simplifying Google AI’s Best Paper at ICML 2019 on Unsupervised Learning
Overview Check out Google AI’s best paper from ICML 2019 There is a heavy focus on unsupervised learning in Google AI’s paper We have …
Build a Machine Learning Model in your Browser using TensorFlow.js and Python
Overview TensorFlow.js (deeplearn.js) enables us to build machine learning and deep learning models right in our browser without needing any complex installation steps There …
Top 7 Machine Learning Github Repositories for Data Scientists
Introduction If I had to pick one platform that has single-handedly kept me up-to-date with the latest developments in data science and machine learning …
Decoding the Best Papers from ICLR 2019 – Neural Networks are Here to Rule
Introduction I love reading and decoding machine learning research papers. There is so much incredible information to parse through – a goldmine for us …
Using the Power of Deep Learning for Cyber Security (Part 2) – Must-Read for All Data Scientists
Introduction We are in the midst of a deep learning revolution. Unprecedented success is being achieved in designing deep neural network models for building …
A Guide to Understanding Convolutional Neural Networks (CNNs) using Visualization
Introduction “How did your neural network produce this result?” This question has sent many data scientists into a tizzy. It’s easy to explain how …
Don’t Miss these 5 Data Science GitHub Projects and Reddit Discussions (April Edition)
Analytics Vidhya’s pick of the top 5 data science-related GitHub repositories and Reddit discussions from April 2019 for every data scientist.
Build your First Multi-Label Image Classification Model in Python
Learn how to build your first multi-label image classification model in Python by working on a real-world problem in this in-depth tutorial.
