https://github.com/sandyg6/prasunet
This repository contains a collection of machine learning projects I developed during my internship at Prasunet Company.
https://github.com/sandyg6/prasunet
kmeans-clustering linear-regression machinelearning opencv prasunet svm tensorflow
Last synced: 3 months ago
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This repository contains a collection of machine learning projects I developed during my internship at Prasunet Company.
- Host: GitHub
- URL: https://github.com/sandyg6/prasunet
- Owner: sandyg6
- Created: 2024-07-30T20:31:49.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2024-07-31T06:21:56.000Z (almost 2 years ago)
- Last Synced: 2025-03-13T17:21:17.879Z (over 1 year ago)
- Topics: kmeans-clustering, linear-regression, machinelearning, opencv, prasunet, svm, tensorflow
- Language: Jupyter Notebook
- Homepage:
- Size: 5.76 MB
- Stars: 0
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# PRASUNET
# Machine Learning Projects
This repository contains a collection of machine learning projects I developed during my internship at Prasunet Company. Each project focuses on different aspects of machine learning, showcasing a variety of techniques and applications. Below is a brief overview of each project:
## Projects Overview
1. [**House Price Prediction using Advanced Linear Regression**](https://github.com/sandyg6/PRASUNET/tree/main/Prasunet_ML_01)
- **Description:** A model to predict house prices using advanced linear regression techniques.
- **Tech Stack:** Pandas, Scikit-Learn, Matplotlib
2. [**Customer Segmentation using K-Means Clustering**](https://github.com/sandyg6/PRASUNET/tree/main/Prasunet_ML_02)
- **Description:** A project to segment customers into different groups using K-Means clustering.
- **Tech Stack:** Pandas, Scikit-Learn, Matplotlib
3. [**Cat vs Dog Image Classification using Support Vector Machine**](https://github.com/sandyg6/PRASUNET/tree/main/Prasunet_ML_03)
- **Description:** A SVM classifier to distinguish between images of cats and dogs.
- **Tech Stack:** OpenCV, Scikit-Learn, Streamlit
4. [**Hand Gesture Recognition**](https://github.com/sandyg6/PRASUNET/tree/main/Prasunet_ML_04)
- **Description:** Developing a hand gesture recognition model that can accurately identify and classify different hand gestures from image or video data, enabling intuitive human-computer interaction and gesture-based control systems.
- **Tech Stack:** OpenCV, TensorFlow, Keras
5. [**Food Image Classification**](https://github.com/sandyg6/PRASUNET/tree/main/Prasunet_ML_05)
- **Description:** A model to classify different types of food from images and estimate their calorie content.
- **Tech Stack:** TensorFlow, Keras, Streamlit