Category: Computer Vision

Computer Vision in AI encompasses various tasks including classical computer vision, deep learning based image classification, image classification, object detection etc.

Pneumothorax Binary Classification with PyTorch using Oversampling

In this post, we cover Pneumothorax binary classification using PyTorch with oversampling of the negative class for correcting data imbalance. ...

Pneumothorax Binary Classification using PyTorch Model Pretrained on Medical MNIST Dataset

Sovit Ranjan Rath March 7, 2022 0 Comments

In this post, we try to classify images from the Pneumothorax binary classification dataset using a pretrained PyTorch model. ...

Training a Custom PyTorch Classifier on Medical MNIST Dataset

Sovit Ranjan Rath February 28, 2022 2 Comments

This post explores the training and evaluation of a custom convolutional neural network model on the Medical MNIST dataset. ...

Wide Residual Neural Networks – WRNs: Paper Explanation

Sovit Ranjan Rath February 21, 2022 0 Comments

In this post, we go through the Wide Residual Neural Networks paper. We go through the theory, architecture, experiments, and results of the Wide ResNets. ...

Rice Leaf Disease Recognition using Deep Learning

Sovit Ranjan Rath February 14, 2022 3 Comments

In this post, we train a PyTorch MobileNetV3 large model for Rice Leaf Disease Classification using Deep Learning ...