Aimal RehmanImplement 3D-UNet for Cardiac Volumetric MRI Scans in PyTorchIn this article, we will talk about implementing a 3D-UNet for 3D volumetric images (cardiac MRI scans of patients) for semantic…Jan 211Jan 211
Aimal RehmanAnalysis of Stock Pricing Data of JPX Tokyo Stock ExchangeWe have historic data for a wide range of Japanese stocks. This data analysis enables a first-hand understanding of the stock pricing…Jun 6, 20221Jun 6, 20221
Aimal RehmanConcept of Entropy: Fundamental element of Information TheoryEntropy is the measure of surprise or uncertainty associated with a random variable. More generally, it quantifies the amount of…Feb 19, 2022Feb 19, 2022
Aimal RehmanExploratory Analysis for TimeSeries Forecasting on Crypto-Assets by G-ResearchThere is a very interesting competition going on in Kaggle hosted by G-Research and Cambridge Spark. The goal of the competition is to come…Jan 6, 2022Jan 6, 2022
Aimal RehmanAerial Semantic Segmentation using U-Net Deep Learning ModelIn this article, I am going to explain and apply the U-Net model to the Drone dataset for pixel-wise classification. Let us have a look at…Dec 30, 2021Dec 30, 2021