Image Classification

Introduction Have you ever stumbled upon a dataset or an image and wondered if you could create a system capable of differentiating or identifying …

This article was published as a part of the Data Science Blogathon. Introduction Fastai is a popular open-source library used for learning and practicing …

Overview Open source computer vision projects are a great segway to landing a role in the deep learning industry Start working on these 18 …

Introduction Object detection is one of the most widely studied topics in the computer vision community. It’s has been breaking into various industries with …

Overview Get an overview of PyTorch and TensorFlow Learn to build a Convolutional Neural Network (CNN) model in PyTorch to solve an Image Classification …

Learn about deploying deep learning models using TensorFlow Serving How to handle post-deployment challenges like swapping between different versions of models using TensorFlow Serving …

Introduction Convolutional neural networks (CNN) – the concept behind recent breakthroughs and developments in deep learning. CNNs have broken the mold and ascended the …

Do you want to build your own smart city? Picture it – self-driving cars strolling around, traffic lights optimised to maintain a smooth flow, …

Overview The art of transfer learning could transform the way you build machine learning and deep learning models Learn how transfer learning works using …

Overview A hands-on tutorial to build your own convolutional neural network (CNN) in PyTorch We will be working on an image classification problem – …