About ML-ProjectYard

ML-ProjectYard is a curated place for all Machine Learning, Deep Learning, NLP,Computer Vision based projects with frontend and backend.

These projects would be deployable ready and can be deployed at any of the platforms with minimum tweaks.

These projects will also help in practical learning for new ML/AI enthusiasts.

Project Divisions

This project is for everyone with any tech stacks. ML, DL, NLP, CV enthusiasts, UI/UX designers, frontend designers, backend developers everyone has some tasks for you.

• 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.

Contributing to ML-ProjectYard

To contribute to ML-ProjectYard, follow these steps:

1. Fork this repository.
2. Create a branch: git checkout -b <branch_name>.
3. Make your changes and commit them: git commit -m '<commit_message>'
4. Push to the original branch: git push origin <project_name>/<location>
5. Create the pull request.

Alternatively see the GitHub documentation on creating a pull request.

Index

S.no	Project Name	Description
1	Airbnb Price Prediciton	Predicting price of airbnb room based on parameters like neighbourhood, reviews, availability, etc.
2	Banglore House Prices Prediction	Model to predict price of houses in Banglore based on location and other factors
3	Bank Note Authentication	Model as well as webapp for checking the authenticity of a bank note
4	Bike Sharing Demand Prediction	Predicting bike sharing demand in different time and season
5	Book Recommender	Model to recommend books based on books person has already read
6	Bitcoin Price Predictor	Model to the price of bitcoin using historical data
7	Brain Tumor	Model that can predict brain tumor when given an brain MRI scan as input
8	Cancer Prediction Model	Predecting breast cancer using medical data
9	Cartoonify	Cartoonifying image using open cv
10	Covid-19 Analysis	Analysis of covid-19 in different countries using pandas and numpy
11	Diabeties Predictor	This project involves prediction of diabetes, given certain health parameters such as BMI, Blood Pressure etc.
12	Emotion Prediction	Flask webapp for emotion prediction using workds typed by user
13	Fifa Playing 11	Predicitng best fifa team using performance data of players
14	Face Mask Detection	This is a Real-Time Face Mask Detector with Python, OpenCV, and Keras
15	Face Recognition	Face detection using KNN classification
16	Fake News Prediction	Model to predict fake new of online chat platforms
17	Fertilizer Prediction Model	Model to predict ferilizer quality using Xgboost
18	Flight Delay Prediction	Prediction of flight delay using past data
19	Generating Art	Art generation using machine learning
20	Gold Prediction Model	Model to predict gold prices using hidtoric data
21	Graduate Admission Predictor	In this project we predict whether an applicant will get accepetd for the graduate program or not
22	Hand Written Digit Recognition	Handwritten digit recognition app using the MNIST dataset
23	Heart Failure Prediction	This project involves prediction of heart failure using health parameters like platelets, blood pressure level etc.
24	Heart Disease Prediction	Model for end to end heart disease classification
25	Ipl Analysis	This project involves the analysis of the following with the IPL-T20 matches from the year 2008 till 2020
26	Invisibility Cloak	Implementation of invisibility cloak using open cv
27	Iris Flower Classification	Webapp for classifying iris flower in different group using dimensional and other parameters
28	Kannada Digits Prediction Model	Predicting kannada digits using tensorflow and computer vision
29	Kolkata House Price Prediction	Model to predict price of houses in Kolkata based on location and other factors
30	Loan Prediction	Predicting loan based on gender, age, job, etc.
31	Ml-Project Yard	Web app using django in the backend
32	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.
33	Mileage Predictor	Mileage predictor app using django in the backend
34	Movie Recommendation	Movie recommendation model using machine learning
35	Music Genre Classification	Model for classifying music genre using KNN
36	Number Plate Detection	Detection of Indian number plates using machine learning
37	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
38	Solar Radiation Prediction	A GUI made using Tkinter for solar radiation prediction
39	Spam Message Detector	Detecting spam using Logistic Regression
40	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
41	Stock Price Prediction	Using machine learning and historic data to predict stock prices
42	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
43	Text Summarization	Summarization of text, implemented using python
44	Titanic Prediction	Predicting the survival rates of passengers
45	Traffic Forecasting	Predicting Traffic rates using machine learning
46	Twitter Sentiment Analysis	Predicting sentiment of a user, using Logistic Regression
47	Uber Analysis	Model to predict availability of uber during particular time, day etc
48	Vehicle And Pedestrian Tracking	Tracking vehicle and pedestrian using open cv
49	Walmart Sales Prediciton	Model to predict walmart sales using historic data
50	Weather Forecasting	Weather prediction using Decision Tree Regressor
51	Wine Quality Test	Prediction of wine quality based of different amount of element present in wine
52	Delhi House Price Prediction	Model to predict price of houses in Delhi based on location and other factors

Contributors:

Credits goes to these people:✨

Contact

If you want to contact me you can reach me at [email protected].