Imagine, one day you have an amazing idea for your machine learning project. You write down all the details on a piece of paper- the model architecture, the optimizer, the dataset. And now you just ...
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Funny Mirrors Using OpenCV
We all remember those awesome childhood days when we use to go to amusement parks or county fairs. One of my favorite elements of these amusement parks was the fun-house mirror room. Funny mirrors ...
Multi-Label Image Classification with PyTorch
Back in 2012, a neural network won the ImageNet Large Scale Visual Recognition challenge for the first time. With that Alex Krizhevsky, Ilya Sutskever and Geoffrey Hinton revolutionized the area of ...
EfficientNet: Theory + Code
In this post, we will discuss the paper "EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks" At the heart of many computer vision tasks like image classification, object ...
Pre Trained Models for Image Classification – PyTorch for Beginners
Hi! This post is part of our PyTorch series. In the previous post, Pytorch Tutorial for beginners, we discussed PyTorch, it's strengths and why you should learn it. We also had a brief look at ...
PyTorch Tutorial For Beginners: All the Basics
The world is evolving and so is the technology serving it. It's crucial for everyone to keep up with the rapid changes in technology. One of the domains witnessing the fastest and largest evolution is ...