Key Takeaways from ICLR 2020 (with a Case Study on PyTorch vs. TensorFlow)
Introduction I had the pleasure of volunteering for ICLR 2020 last week. ICLR, short for International Conference on Learning Representations, is one of the …
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Top 5 Interesting Applications of GANs for Every Machine Learning Enthusiast!
GANs are becoming ubiquitous and their applications are spriging up everywhere. Here are the top 5 industry GANs applications everyone must know about.
Build a Recurrent Neural Network from Scratch in Python – An Essential Read for Data Scientists
One of the fundamental concepts of deep learning is recurrent neural networks. Learn how to build and code one from scratch in Python here!
Building a Face Detection Model from Video using Deep Learning (Python Implementation)
Face detection is all the rage these days – but can you build a model on a video? Things get tricky when the subject is dynamic – learn all about it here!
Deep Learning in the Trenches: Understanding Inception Network from Scratch
In this article, we understand the theory behind Inception networks and then use Keras to build a brand new one from scratch.
Understanding and Building an Object Detection Model from Scratch in Python
Introduction When we’re shown an image, our brain instantly recognizes the objects contained in it. On the other hand, it takes a lot of …
Essentials of Deep Learning: Exploring Unsupervised Deep Learning Algorithms for Computer Vision
This article describes various algorithms for unsupervised deep learning for Computer Vision along with codes and case studies in Python.
Essentials of Deep Learning: Introduction to Unsupervised Deep Learning (with Python codes)
This article gives you an overview of the topic – unsupervised deep learning with an intuitive case study to solve a photo gallery organization problem
Essentials of Deep Learning: Getting to know CapsuleNets (with Python codes)
Introduction Neural networks have been around since the last century but in the last decade, they have reshaped how we see the world. From …
Automatic Image Captioning using Deep Learning (CNN and LSTM) in PyTorch
Introduction Deep Learning is a very rampant field right now – with so many applications coming out day by day. And the best way …
