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Amey T. Rane's Projects
This section comprises the projects I have done over the years and the ones I am currently working on. This page is updated regularly and more projects are uploaded weekly. Essentially, I have a curious mind that keeps asking various questions. Through this outlet, I answer my own questions by performing literature review, research and experimentation. If you are like me and have the same questions, this page is for you. Have fun perusing :)
Speech Processing
This article provides readers with an understanding of speech processing, its uses, implementation with AI and complexities of this technology.
System on Chip (SoC)
Ever wondered what a System on Chip is? This article states the intended purpose of SoC, its history, architecture and applications in industry.
Emotion Recognition
This project explains the task of Emotion Recognition, its uses, industrial applications, challenges and how with AI technologies, Emotion Recognition is being performed autonomously.
Essentials of Programming in Python
This project covers the essentials one must know to navigate better in Python programming.
Basics of Programming in Python
This project introduces programming in Python language
Language Translation Application
This project is about building a language translation application in Python with a User Interface in the form of an application.
AI in Finance
This article discusses the implementation of Artificial Intelligence in the domain of Finance.
3D Printing
This project provides a comprehensive understanding of the 3D printing process, the materials used and the applications of this manufacturing technique.
Supervised Learning
This project explains the Supervised Machine Learning technique, its types, algorithms, applications and the challenges faced in deploying such algorithms.
Digital Twins
Ever wondered what are digital twins? This article dives into the concept, its workings, advantages and the current applications of the technology in different industries.
Aerial Drones
This project explains aerial drones, their current applications across different industries, their hardware, the python programming of drones and the projects currently undertaken by industry and research institutes for the advancement of drones.
Brief History of Robots
This article covers the inception of the concept of robots and their development through hardware and software panning across decades from the 1950s.
Support Vector Machines
This project discusses the AI algorithm SVM, its types, its applications, its terminology and what Kernels are.
Basics of ROS
This project discusses ROS nodes, topics, environment, publishers, subscribers and much more, that essentially forms the basics of ROS.
ROS: Setting Up ROS
This article provides instructions on how to set up Ubuntu and ROS Noetic for first time users.
Computer Vision Overview
This article provides a brief overview of computer vision, its applications, libraries and hardware.
Psychology and Ethics of Exoskeletons in Industry
This project shines light on the ethics and psychological aspects of introducing exoskeletons in manufacturing and in the military.
Machine Vision for Metrology
Project details the steps for deploying machine vision algorithms and libraries for performing metrology using C++ programming language. The basic algorithm created calculates dimensions of simple shaped objects.
Industrial Revolution - A Brief Overview
This article encompasses the various development made in industrial developments and manufacturing processes that have largely helped mankind from 1800s onwards.
Human Robot Interaction in Aerospace
This project details implementation of human robot interaction in Aerospace manufacturing domain to assist personnel in achieving manufacturing processes with ease.
Real Time Pose Estimation
MSc Thesis project explaining the application of pose estimation in real time to detect intoxication in airport goers. The detailed report provides precise steps taken to achieve the objective of the project.
Sentiment Analysis
This article discusses sentiment analysis, its importance and use. Additionally, for curious minds, builds an understanding of AI libraries and datasets currently available.
What is KNN?
Understand the KNN, K-Nearest Neighbor AI Algorithm.
What is Probability?
Explore probability, its use in both real life and AI applications and understand how to calculate it.
What is Hard Disk Drive?
Explore what is Hard Disk Drive, its uses, advantages, disadvantages and how to make best use of it.
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