/ML-ProjectYard

This repo consists of multiple machine learning based projects with frontend

Primary LanguageJupyter NotebookMozilla Public License 2.0MPL-2.0

Hello developers! Welcome to ML-ProjectYard!👋

Web 1920 – 3

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: ✨

Contact

If you want to contact me you can reach me at ashishsahu10428@gmail.com.