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.·9 min read·Dec 26, 2020--2--2
PinnedManpreet Singh MinhasinTowards Data ScienceBack-propagation Demystified [Part 1]Read to learn about the back-propagation algorithm in the context of Deep Learning·6 min read·Dec 19, 2020--1--1
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.·10 min read·Dec 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.·7 min read·Nov 30, 2020--2--2
PinnedManpreet Singh MinhasinTowards Data ScienceTransfer Learning for Segmentation Using DeepLabv3 in PyTorchLearn how to perform road crack detection from just 118 images!·11 min read·Dec 5, 2020--3--3
Manpreet Singh MinhasinCodeXDiscovering Hidden Semantic Structures in CVPR 2023 PapersA discussion about Web scraping, Topic Modelling, and Semantic Search·8 min read·Jun 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!·7 min read·Mar 7, 2023--1--1
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!·7 min read·Nov 30, 2022--1--1
Manpreet Singh MinhasinTowards Data ScienceAnalyzing Computer Vision Model Performance Like a ProLearn about a powerful tool called FiftyOne for analyzing Computer Vision models.·8 min read·Sep 8, 2022--2--2
Manpreet Singh MinhasinCodeXHow to create a FastAPI / Uvicorn server windows serviceLearn how to create a Windows Service in Python for managing FastAPI/Uvicorn server.·7 min read·Mar 21, 2022--4--4