In our previous post, we learned what is semantic segmentation and how to use DeepLab v3 in PyTorch to get an RGB mask of the detected labels within ...
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 ...
Mask R-CNN Instance Segmentation with PyTorch
In this post, we will discuss a bit of theory behind Mask R-CNN and how to use the pre-trained Mask R-CNN model in PyTorch. This post is part of ...
Faster R-CNN Object Detection with PyTorch
In this post, we will cover Faster R-CNN object detection with PyTorch. We will learn the evolution of object detection from R-CNN to Fast R-CNN to ...
PyTorch for Beginners: Semantic Segmentation using torchvision
This post is part of the series in which we are going to cover the following topics. 1. What is Semantic Segmentation? Semantic Segmentation ...