Category: Python projects

The below list of available python projects on Machine Learning, Deep Learning, AI, OpenCV, Text Editior and Web applications. Software requirements are python programming, Anaconda , etc.

Latest Topics:

1. Lyrics Scrapper from website
2. Phishing website detection  
3. Pneumonia detection using deep learning
4. Customer Spending classification using K means clustering
5. Titanic data clustering on survived data.
6. Recipe Recommendation system using K means clustering
7. Character detection from images using OCR
8. Crude Oil Prediction using SVR & Linear Regression
9. Face Recognition based Criminal Identification system
10. Language Translator and converting voice to text
11. Face detection based attendance system
12. Automatic Land mark classification using Deep Learning
13. Automatic Brand Logo detection using Deep learning
14. Fake News Detection Using Naïve Bayes Classifier

Python Text Editor

1. Number plate recognition using opencv
2. Emotion based music player
3. Detection of brand logos from given images
4. Color recognition using neural networks for determining the ripeness of a banana

Machine Learning

1. Vision Sentiment Analysis using googleapi cloud
2. Sentiment Analysis
3. Classification Of IRIS Flowers Using Scipy Library In Machine Learning
4. Visualize Machine Learning Data Using Pandas
5. A Framework for Analysis of Road Accidents
6. Wal-Mart Sales Prediction
7. Bigmart Sales Prediction
8. IIT Paper Analysis
9. Disease Prediction using machine learning
10. Heart Disease Prediction
11. Custom Digit Recognition
12. Rain fall prediction using svm, Artificial neural network, liner regression models.
13. Self Driving Car Simulation using AI
14. Crop prediction using linear regression
15. Automatic question and answer generation using NLP
16. Vehicle counting for traffic management

  Opencv:

1. Python Image processing using opencv.
2. Pedestrian detection
3. Custom Digit Recognization
4. Driver Drowsiness detection using opencv.

Web Applications 

1. Iris species predictor flask web app
2. Medical data analysis using machine learning using flask webapp
3. Youtube spam detection using flaskwebapp.
4. Named Entity Recognition and sentiment analysis using flask webapp.
5. Text summarizer and comparison using flaskwebapp.
6. Gender classification based on name.
7. Image encryption compression and decompression and decryption
8. Data encryption using aes,des algorithms
9. Toll gate management system
10. Image stegnography using lsb algorithm
11. Prediction house worth using machine learning
12. Securing data using hybrid cryptography in cloud
13. Evaluating Employee Attrition
14. Improving security for login using two factor( password and QR code) method.
15. Heart Disease Diagnosis based on symptoms
16. Automation of test evaluation for objective and subjective tests
17. Phishing website detection
18. License Detection Using QR Code
19. E Plastic
20. Student Help desk
21. E Waste
22. Online Shopping
23. E farming
24. Visualizing Machine Learning Using Pandas
25. Detecting Pneunomia using Machine Learning
26. Two factor authentication using QR code APP for user login
27. House Worth Prediction based on machine learning
28. Water Marking Image
29. Analysing and Detecting Money Laundering

ABSTRACT

A social forum for villagers to be held so that they can spread the problem, improve it and anyone in the world can see and answer. 3D images of wells, data visualization, data analysis. Previously, If any problem occurs in village, people has to go and ask higher authorities and also there is no interaction between people and higher officials. So they can only solve their own problems because of no communication between Rural and Urban people. Everything is digitized, People can easily share their problems all over the places, So here in this paper we created a platform that any one (village people, officers, common people)can login into the system and do the operations, This project also having a special feature called Prediction, Farmers can easily predict the agriculture fluctuations based on the previous data, This feature helps to  people when they will do the agriculture, this project also involves farms, wells, houses.  Anyone can interact with any person and post their problems. This application is implemented using Python, Django, database like dbsqlite.

INDEX TERMS : Village management, Farmers, Problems.

Existing system

Previously, If any problem occurs in village, people has to go and ask higher authorities and also there is no interaction between people and higher officials. So they can only solve their own problems because of no communication between Rural and Urban people.

Modules:

Admin module: Such administrative help you change FirstSearch to serve the needs of the user. This module provides information that acts as the backbone of the remainder of the system. The security issue is dealt with through the module discussed the rights of users.

Volunteer module:  Volunteer modules allow you to help people in the village who provide services such as medical care, roads, and transport, etc. Model volunteer work is crucial to understanding criminal needs and providing good support.

Reporter module:  Reporter module allows for the unattended processing of alarm signals and the reporters are employed to report news.

Farmers Module:    Farmer module can add their Problems to add in the Website

Problems Module: If any Problems occurred in village entered in to this Application.

Software Requirements:

OS                      : Windows

Python IDE        : Python 2.7.x and above

Pycharm IDE

Setup tools and pip to be installed for 3.6.x and above

Hardware Requirements

 RAM                :  4GB and Higher

Processor          :  Intel i3 and above

Hard Disk         : 500GB Minimum

Abstract:

Maintaining data uniqueness is one of the important features for many areas like in colleges and universities Plagiarism check and data uniqueness is one of the main criteria for preparing a paper of paper publishing. In order to maintain plagiarism free content, there is a need for effective methods wherein the existing method used should rewrite entire content manually if there are many pages of content to be written then it takes a lot of time which is time taking process.

With the advancement of machine learning and artificial intelligence, we can develop an application that can automate process of content rewriting. In this project, we are developing an application in python named article rewriter or plagiarism remover in python which will rewrite entire given content in a short time. In this project, Natural language processing is used in which text summarizer libraries are used. In this project, we also compare the output of different text summarizer algorithms.

Existing System:

In the existing system in order to remove plagiarism for the content manual process was involved in which the user should understand each meaning of the sentence and rewrite the entire content with its own words. Which is time taking process.

Proposed System:

In this project, NLP is used for understanding input text or data from URL and then summarize text and rewrite entire content in a short time by using a text summarizer algorithm.

SYSTEM REQUIREMENTS:

HARDWARE REQUIREMENTS:

 Operating system: Windows 7 or 10.
 Tool :Anaconda ( Jupiter )

SOFTWARE REQUIREMENTS:

 Software :Python 3.5
 Dependencies : numpy
 Libraries: pandas, keras, scipy, sklearn,NLP