PinnedManpreet Singh MinhasinTowards Data ScienceRemote development and debugging on the cloud (AWS/Azure/GCP) for Deep Learning / Computer Vision…Learn how to do local machine like development and debugging on the cloud (remote instances) using Visual Studio Code for Deep Learning.Dec 26, 20202Dec 26, 20202
PinnedManpreet Singh MinhasinTowards Data ScienceBack-propagation Demystified [Part 1]Read to learn about the back-propagation algorithm in the context of Deep LearningDec 19, 20201Dec 19, 20201
PinnedManpreet Singh MinhasinTowards Data ScienceWeakly Supervised Anomaly Detection using Convolutional Neural NetworksIn this article, I discuss a compact CNN for detecting anomalies/defects from weakly/coarsely labelled data.Dec 13, 2020Dec 13, 2020
PinnedManpreet Singh MinhasinTowards Data ScienceSemi-supervised Anomaly Detection using Auto EncodersA convolutional auto encoder based approach for semi-supervised anomaly detection in images.Nov 30, 20202Nov 30, 20202
PinnedManpreet Singh MinhasinTowards Data ScienceTransfer Learning for Segmentation Using DeepLabv3 in PyTorchLearn how to perform road crack detection from just 118 images!Dec 5, 20203Dec 5, 20203
Manpreet Singh MinhasinCodeXDiscovering Hidden Semantic Structures in CVPR 2023 PapersA discussion about Web scraping, Topic Modelling, and Semantic SearchJun 13, 2023Jun 13, 2023
Manpreet Singh MinhasinCodeXNushell: The only shell you will ever needAn extremely powerful rust-based shell that makes working on the terminal a fun, exciting and productive experience!Mar 7, 20232Mar 7, 20232
Manpreet Singh MinhasinTowards Data Science10 reasons why I stopped using Jupyter LabRead to learn about 10 awesome VS Code features for enhancing your Jupyter Notebook programming experience!Nov 30, 20221Nov 30, 20221
Manpreet Singh MinhasinTowards Data ScienceAnalyzing Computer Vision Model Performance Like a ProLearn about a powerful tool called FiftyOne for analyzing Computer Vision models.Sep 8, 20222Sep 8, 20222
Manpreet Singh MinhasinCodeXHow to create a FastAPI / Uvicorn server windows serviceLearn how to create a Windows Service in Python for managing FastAPI/Uvicorn server.Mar 21, 20224Mar 21, 20224