4 Proven Tricks to Improve your Deep Learning Model’s Performance
Overview Deep learning is a vast field but there are a few common challenges most of us face when building models Here, we talk …
Deep Learning
Deep Learning for Everyone: Master the Powerful Art of Transfer Learning using PyTorch
Overview The art of transfer learning could transform the way you build machine learning and deep learning models Learn how transfer learning works using …
A Detailed Guide to the Powerful SIFT Technique for Image Matching (with Python code)
Overview A beginner-friendly introduction to the powerful SIFT (Scale Invariant Feature Transform) technique Learn how to perform Feature Matching using SIFT We also showcase …
Build an Image Classification Model using Convolutional Neural Networks in PyTorch
Overview A hands-on tutorial to build your own convolutional neural network (CNN) in PyTorch We will be working on an image classification problem – …
A Beginner-Friendly Guide to PyTorch and How it Works from Scratch
Overview What is PyTorch? How can you get started with it from scratch? We’ll cover all of that in this article PyTorch is one …
9 Powerful Tips and Tricks for Working with Image Data using skimage in Python
Overview New to working with image data? The skimage module in Python is an ideal starting point Learn 8 simple yet powerful tricks for …
Feature Engineering for Images: A Valuable Introduction to the HOG Feature Descriptor
Overview Learn the inner workings and math behind the HOG feature descriptor The HOG feature descriptor is used in computer vision popularly for object …
Step-by-Step Deep Learning Tutorial to Build your own Video Classification Model
Overview Learn how you can use computer vision and deep learning techniques to work with video data We will build our own video classification …
Here are 7 Data Science Projects on GitHub to Showcase your Machine Learning Skills!
Overview Working on Data Science projects is a great way to stand out from the competition Check out these 7 data science projects on …
3 Beginner-Friendly Techniques to Extract Features from Image Data using Python
Overview Did you know you can work with image data using machine learning techniques? Deep learning models are the flavor of the month, but …
