Writing
Notes and tutorials on machine learning, computer vision, and deploying models in production.
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Leveraging Vision Language Models for Custom Data Annotation: A PPE Analysis Case Study
This is a summarized version of my original article published on Process Point Technology’s blog. In the world of AI solutions for process industries, creating custom models for specialized client problems often requires extensive datasets…
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[How To] Deploy Python API on Azure Kubernetes Service (AKS)
Step 1: Installations Windows Subsystem for Linux Installation Guide for Windows 10 (Link). Follow the manual Installation steps (Link) Download Docker for desktop (Link). Make sure that docker is running “Windows Docker Engine” (as we…
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Future Framework – Episode 1 – The Semiconductor (Chip) Industry by Rohit Vidwans
The idea behind The Future Framework is to help freshers (or anyone honestly) discover ‘hidden gem’ of fields that are highly crucial but not very well known. Knowing about such fields will help them take…
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[How To] Train Deep Learning Models on Docker/NVIDIA-Docker
This post focuses on providing a short and simple tutorial of how to train your deep learning model on Dockers. For this tutorial we will be using NVIDIA DGX1 which has Ubuntu 18.04 OS. The…
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[How to] Install Docker and NVIDIA-Docker in Ubuntu 18.04
This post focuses on providing a short and simple tutorial of how to install Docker and NVIDIA-Docker on your Linux system. For this tutorial I am using NVIDIA DGX1 which has Ubuntu 18.04 OS. The…
