ML-ProjectYard
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ashishsahu1
This repo consists of multiple machine learning based projects with frontend
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Hello developers! Welcome to ML-ProjectYard!👋
This is the one-stop open-source destination for all the projects based on
Machine Learning,Deep Learning,NLP,Computer Visionand everything includesfrontendandbackend!
All these projects are deployable ready and are very beginner-friendly!
These are the projects that would help you master the ML/AI algorithms and make you a pro!
CAN YOU BE A PART OF THIS PROJECT? :
If you are anyone who is related to tech and are looking to contribute to an open-source organization, this is the place! ML, DL, NLP, CV enthusiasts, UI/UX designers, frontend designers, backend developers, everyone you can think of has a task here.
const myvar = "hello"
Description : [ - Open-source project,
- Strongly recommended for beginners
- The one-stop destination for all the ML/AI projects!⚡
],
Data Analysts : [ - Frame the problem,
- Get the data,
- Explore the data,
- Prepare the data
],
ML, DL, NLP, CV enthusiasts : [ - Try different algorithms,
- build model,
- fine tuning the model if required
],
UI/UX designers : [ - Design dashboards,froms, webpages for the model ],
Backend Developers : [ - Create Backend for the model using Flask or Django]
Frontend Designers : [- Design/code the webpage designed by designers]
WELCOME, </JOIN US>
If you worked on a unique project and want to share it with the world, you can do that through us and join our beloved sea of contributors. Look throughout contributing guidelines in CONTRIBUTING.md👩💻
Subsequently, also through the GitHub documentation on creating a pull request.
LOOK THROUGH THE YARD OF UNIQUE PROJECTS!
| S.no | Project Name | Description |
|---|---|---|
| 1 | Airbnb Price Prediciton | Predicting the price of airbnb room based on parameters like the neighborhood, reviews, availability, etc. |
| 2 | Ames House Price Prediction | Model to predict the sale price of houses in Ames, IA based on various factors like area, neighborhood, etc |
| 3 | Banglore House Prices Prediction | Model to predict the price of houses in Banglore based on location and other factors |
| 4 | Bank Note Authentication | Model as well as a web app for checking the authenticity of a banknote |
| 5 | Bike Sharing Demand Prediction | Predicting bike sharing demand in a different time and season |
| 6 | Bitcoin Price Predictor | Model to the price of bitcoin using historical data |
| 7 | Book Recommender | Model to recommend books based on books person has already read. |
| 8 | Brain Tumor | Model that can predict brain tumor when given a brain MRI scan as input |
| 9 | Butterfly Classification | Classifying Butterfly into different species based on images . |
| 10 | Cancer Prediction Model | Predicting breast cancer using medical data |
| 11 | Cartoonify | Cartoonifying image using open cv |
| 12 | Chatbot | Python Chatbot using natural language processing and deep learning. |
| 13 | Chennai House Price Prediction | Model to predict the price of houses in Chennai based on location and other factors |
| 14 | Covid-19 Analysis | Analysis of covid-19 in different countries using pandas and numpy |
| 15 | Delhi House Price Prediction | Model to predict the price of houses in Delhi based on location and other factors |
| 16 | Diabetes Predictor | This project involves the prediction of diabetes, given certain health parameters such as BMI, Blood Pressure, etc. |
| 17 | Emotion Prediction | Flask web app for emotion prediction using words typed by user |
| 18 | Fifa Playing 11 | Predicting best FIFA team using performance data of players |
| 19 | Face Mask Detection | This is a Real-Time Face Mask Detector with Python, OpenCV, and Keras |
| 20 | Face Recognition | Face detection using KNN classification |
| 21 | Face Detection | This is a face detection CNN model |
| 22 | Fake News Prediction | Model to predict fake news of online chat platforms |
| 23 | Fashion MNIST Clothing Classification | Model to classify different clothing items based on the Fashion MNIST Dataset |
| 24 | Fertilizer Prediction Model | Model to predict fertilizer quality using Xgboost |
| 25 | Flight Delay Prediction | Prediction of flight delay using past data |
| 26 | Gender Classification | Classification of Gender using deep learning model |
| 27 | Generating Art | Art generation using machine learning |
| 28 | Gold Prediction Model | Model to predict gold prices using hidtoric data |
| 29 | Graduate Admission Predictor | In this project, we predict whether an applicant will get accepted for the graduate program or not |
| 30 | Hand Written Digit Recognition | Handwritten digit recognition app using the MNIST dataset |
| 31 | Heart Failure Prediction | This project involves the prediction of heart failure using health parameters like platelets, blood pressure level, etc. |
| 32 | Heart Disease Prediction | Model for end to end heart disease classification |
| 33 | Ipl Analysis | This project involves the analysis of the following with the IPL-T20 matches from the year 2008 till 2020 |
| 34 | Image classification | Image classification using CNN based on Cifar-10 dataset |
| 35 | Imagenet classification | Flask Webapp for classifying images . |
| 36 | Invisibility Cloak | Implementation of invisibility cloak using open cv |
| 37 | Iris Flower Classification | Webapp for classifying iris flower in the different group using dimensional and other parameters |
| 38 | Kaggle 2020 Survey Analysis | Extensive Data Analysis on Kaggle 2020 Survey Data |
| 39 | Kannada Digits Prediction Model | Predicting Kannada digits using tensorflow and computer vision |
| 40 | Kolkata House Price Prediction | Model to predict the price of houses in Kolkata based on location and other factors |
| 41 | Loan Prediction | Predicting loan based on gender, age, job, etc. |
| 42 | Ml-Project Yard | Web app using Django in the backend |
| 43 | Malaria Detection | Convolution Neural Network ML Model that will be able to predict with a certain amount of accuracy whether or not an image of a cell has been infected with Malaria or not. |
| 44 | Mall Customer Segmentation | Model to Segment Mall Customers into different groups(clusters). |
| 45 | Mileage Predictor | Mileage predictor app using Django in the backend |
| 46 | Movie Recommendation | Movie recommendation model using machine learning |
| 47 | Music Genre Classification | Model for classifying music genre using KNN |
| 48 | Number Plate Detection | Detection of Indian number plates using machine learning |
| 49 | Ramen Ratings Data Visualization | EDA on Ramen Rating Dataset |
| 50 | Road Lane Line Detection | Computer vision project that aims to detect the road lane lines which is an integral part of self-driving or autonomous cars |
| 51 | Solar Radiation Prediction | A GUI made using Tkinter for solar radiation prediction |
| 52 | Spam Message Detector | Detecting spam using Logistic Regression |
| 53 | Speech Emotion Recognition | Emotion Recognition based on Speech using CNN model |
| 54 | Speech Recognition System | Made using google speech to text library, google text to speech library and google translate library, and also Wikipedia library for fetching useful information through our voice |
| 55 | Spotify EDA | EDA on the Spotify data containing attributes like track played, date, time, etc |
| 56 | Stock Price Prediction | Using machine learning and historic data to predict stock prices |
| 57 | Stroke Prediction Webapp | This Web App is used to predict whether a patient is likely to get stroke based on the input parameters like gender, age, various diseases, and smoking status |
| 58 | Text Sentiment Analysis (Webapp) | Webapp to analyze the sentiment of a given text |
| 59 | Text Summarization | Summarization of text, implemented using python |
| 60 | Titanic Prediction | Predicting the survival rates of passengers |
| 61 | Traffic Forecasting | Predicting Traffic rates using machine learning |
| 62 | Twitch Streamers Analysis | Analysing the top streamers on twitch base on watch time,avg viewers, followers, etc |
| 63 | Twitter Sentiment Analysis | Predicting sentiment of a user, using Logistic Regression |
| 64 | Twitter Sentiment Analysis Webapp | Webapp to predict the sentiment of a user on Twitter. |
| 65 | Uber Analysis | Model to predict the availability of uber during a particular time, day, etc |
| 66 | Vehicle And Pedestrian Tracking | Tracking vehicle and pedestrian using open cv |
| 67 | Walmart Sales Prediction | Model to predict Walmart sales using historic data |
| 68 | Water Soil Wetness Prediction | CNN model to predict the wetness of soil wetness (either soil is dry, wet, or extremely wet) |
| 69 | Weather Forecasting | Weather prediction using Decision Tree Regressor |
| 70 | Wine Quality Test | Prediction of wine quality based on different amount of elements present in wine |
| 71 | Food Outlet Profit Prediction | Predicting the profit for a food outlet based on the population of the area. |
HALL OF FAME: ✨
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Contact
If you want to contact me you can reach me at [email protected].
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ashishsahu1
Metadata
This repo consists of multiple machine learning based projects with frontend