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Manpreet Singh Minhas

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Towards Data Science

Remote 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, 2020

Remote development and debugging on the cloud (AWS/Azure/GCP) for Deep Learning / Computer Vision…

Dec 26, 2020

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Manpreet Singh Minhas
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Towards Data Science

Back-propagation Demystified [Part 1]

Read to learn about the back-propagation algorithm in the context of Deep Learning

Dec 19, 2020

Back-propagation Demystified [Part 1]

Dec 19, 2020

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Manpreet Singh Minhas
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Towards Data Science

Weakly Supervised Anomaly Detection using Convolutional Neural Networks

In this article, I discuss a compact CNN for detecting anomalies/defects from weakly/coarsely labelled data.

Dec 13, 2020

Weakly Supervised Anomaly Detection using Convolutional Neural Networks

Dec 13, 2020

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Manpreet Singh Minhas
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Towards Data Science

Semi-supervised Anomaly Detection using Auto Encoders

A convolutional auto encoder based approach for semi-supervised anomaly detection in images.

Nov 30, 2020

Semi-supervised Anomaly Detection using Auto Encoders

Nov 30, 2020

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Manpreet Singh Minhas
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Towards Data Science

Transfer Learning for Segmentation Using DeepLabv3 in PyTorch

Learn how to perform road crack detection from just 118 images!

Dec 5, 2020

Transfer Learning for Segmentation Using DeepLabv3 in PyTorch

Dec 5, 2020

Manpreet Singh Minhas
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CodeX

Hacker Pulse: Building a Cross-Platform Hacker News Reader in Rust

Dive into TUI development, web scraping, and CI/CD with Ratatui, reqwest, and GitHub Actions

Sep 14

Hacker Pulse: Building a Cross-Platform Hacker News Reader in Rust

Sep 14

Manpreet Singh Minhas

From Confusion to Clarity: Evaluating Classifiers in Skewed Datasets

Discover the secrets to accurate model evaluation beyond the numbers.

Aug 26

From Confusion to Clarity: Evaluating Classifiers in Skewed Datasets

Aug 26

Manpreet Singh Minhas
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CodeX

Discovering Hidden Semantic Structures in CVPR 2023 Papers

A discussion about Web scraping, Topic Modelling, and Semantic Search

Jun 13, 2023

Discovering Hidden Semantic Structures in CVPR 2023 Papers

Jun 13, 2023

Manpreet Singh Minhas
in
CodeX

Nushell: The only shell you will ever need

An extremely powerful rust-based shell that makes working on the terminal a fun, exciting and productive experience!

Mar 7, 2023

Nushell: The only shell you will ever need

Mar 7, 2023

Manpreet Singh Minhas
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Towards Data Science

10 reasons why I stopped using Jupyter Lab

Read to learn about 10 awesome VS Code features for enhancing your Jupyter Notebook programming experience!

Nov 30, 2022

10 reasons why I stopped using Jupyter Lab

Nov 30, 2022

Manpreet Singh Minhas

Manpreet Singh Minhas

DL/CV Research Engineer | MASc UWaterloo | Follow and subscribe for DL/ML content | https://github.com/msminhas93 | https://www.linkedin.com/in/msminhas93

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