Gayathri Selvaganapathi

@Gayathriselva

AI enthusiast ,working across the data spectrum. I blog about data science machine learning, and related topics.

SingaporeJoined August 2022

About

AI enthusiast ,working across the data spectrum. I blog about data science machine learning, and related topics. I'm passionate about building machine learning and computer vision technologies that have an impact on the "real world".

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I am available for mentoring and sharing tricks in python programming

Gayathri Selvaganapathi's blogs

Gayathri 's blogaienthusiast.hashnode.dev16 posts

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Recently published

GSGayathri Selvaganapathiaienthusiast.hashnode.devSep 19, 2024 · 4 min read

Low Light Image Enhancement using CNN

This project demonstrates how to build a Convolutional Neural Network (CNN) model to enhance low-light images. Using a combination of CNN layers, we aim to transform dark and noisy images into more vibrant and clear ones. The project uses the LOL dat...

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GSGayathri Selvaganapathiaienthusiast.hashnode.devSep 1, 2024 · 8 min read

Real-time Face Mask Detection System Using Keras, TensorFlow, and OpenCV

Table of Contents Introduction Understanding the Project Requirements Project Overview Dataset Preparation and Analysis Data Preprocessing Loading and Resizing Images Normalization and Label Encoding 6. Designing the Convolutional Neural N...

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GSGayathri Selvaganapathiaienthusiast.hashnode.devAug 31, 2024 · 8 min read

Customer Segmentation Using Machine Learning

Table of Contents Introduction Understanding the Dataset Data Wrangling and Cleaning Exploratory Data Analysis (EDA) Unsupervised Learning Techniques K-Means Clustering Principal Component Analysis (PCA) Autoencoders 6. Visualizing Custom...

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GSGayathri Selvaganapathiaienthusiast.hashnode.devAug 31, 2024 · 6 min read

Object Detection and Tracking with YOLOv8 and DeepSORT

Table of Contents Introduction Overview of Object Detection and Tracking Introduction to YOLOv8 and DeepSORT 2. Project Setup Cloning the Repository Setting Up the Development Environment 3. Implementation Steps Downloading and Organizing ...

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GSGayathri Selvaganapathiaienthusiast.hashnode.devAug 31, 2024 · 8 min read

Building an Emotion-Based Music Recommender: A Step-by-Step Guide

Table of Contents Introduction Project Overview Tools and Libraries Setting Up the Project Cloning the Repository Data Collection Training the Model Creating the Web App 5. Coding the Emotion Detection Logic Emotion Processor Class Load...

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Gayathri Selvaganapathi

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Gayathri Selvaganapathi's blogs

Recently published

Low Light Image Enhancement using CNN

Real-time Face Mask Detection System Using Keras, TensorFlow, and OpenCV

Customer Segmentation Using Machine Learning

Object Detection and Tracking with YOLOv8 and DeepSORT

Building an Emotion-Based Music Recommender: A Step-by-Step Guide

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Gayathri Selvaganapathi

About

Available for

Gayathri Selvaganapathi's blogs

Recently published

Low Light Image Enhancement using CNN

Real-time Face Mask Detection System Using Keras, TensorFlow, and OpenCV

Customer Segmentation Using Machine Learning

Object Detection and Tracking with YOLOv8 and DeepSORT

Building an Emotion-Based Music Recommender: A Step-by-Step Guide