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 Vision and everything includes frontend and backend!

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 ealted 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 cando that through us and join our beloved sea of contributers. Look through out contributind 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 price of airbnb room based on parameters like neighbourhood, 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,neighbourhood etc
3	Banglore House Prices Prediction	Model to predict price of houses in Banglore based on location and other factors
4	Bank Note Authentication	Model as well as webapp for checking the authenticity of a bank note
5	Bike Sharing Demand Prediction	Predicting bike sharing demand in 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 an 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 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 price of houses in Delhi based on location and other factors
16	Diabetes Predictor	This project involves prediction of diabetes, given certain health parameters such as BMI, Blood Pressure etc.
17	Emotion Prediction	Flask webapp for emotion prediction using words typed by user
18	Fifa Playing 11	Predicitng 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 new 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 ferilizer 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 accepetd 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 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 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 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 atributes 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 availability of uber during 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 wetness of soil wetness (either soil is dry,wet or extreamly wet)
69	Weather Forecasting	Weather prediction using Decision Tree Regressor
70	Wine Quality Test	Prediction of wine quality based of different amount of element present in wine
71	Food Outlet Profit Prediction	Predicting the profit for a food outlet based on population of the area.

HALL OF FAME: ✨

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