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Machine Learing Projects

All Machine learning,Deep Learning and Computer Vision projects I completed when bored..

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List of all Projects


Ageing Face similarities

  • Groups faces based on similar aged faces.

Animal Intrusion Alarm

  • Detects animal in video stream and send alert Email

Human Behaviour

  • Detect Weapons and Abnormal behavior from video stream.

Image To text To Speech Converter

  • Created Login GUI using MongoDB

Image Cryptography

  • Encrpts Image using a Private Key

Learning Outcomes

  • Get info about student and question to tell if it is answerable by student.
  • Uses MongoDB for Database

Simple HTR

  • Handwritten text recognition

Yield Prediction

  • Predicts Yield of crop by taking inputs of related Parameters

Subsidy Prices

  • Data Analysis and GUI for subsidy prices prediction

Air Quality Prediction

  • Predicts Quality of air by Taking inputs like Temperature

Brain Tumor

  • Detects Brain tumor Using MRI Image With streamlit webapp

Car Damage Detection

  • Detects If a Car is Damaged or not.

Chatbot NLP

  • Chatbot for helping depressed people.
  • Uses MongoDB for Login

Driver Drowsiness Detection

  • Detects if Driver is drowsy or sleepy and alert by a sound.

Voice Email Bot

  • Send Email using SpeechToText
  • Uses AWS SES

Lead Scoring

  • Data analysis on Lead scoring dataset

Personal Cloud Vault

  • Encrypted Cloud Storage
  • Uses AWS S3

Plant Disease

  • Detects Plant Disease using Leaf image

Pothole Detection

  • Realtime Computer Vision based pothole detection

Qr Code Generator

  • Qr Code generator based on python

Real Time Face Blur

  • Computer Vision based real time face blur

Screen Recorder

  • Record Screen
  • Directly Uploads to cloud with a link to share
  • Uses AWS S3

Skin Disease

  • Detects Skin Disease using skin image

Virtual Assistant

  • Virtual assistant for doing basic tasks like opening apps and playing music

Smart Attendance

  • Takes attendance using ML and opencv

Sign Language Detection

  • Hand sign language detection using deep learning

Autonomous Tagging of StackOverflow Questions

  • Tags Stackoverflow questions according to relevency

Sentence to Sentence semantic similarity

  • Detects level of similarities between sentence

Open Domain question answering

  • Answers question using NLP from a domain.

Image Scraper

  • Imge scraping from bing

Resume Screening using NLP

  • Screens resume using NLP
  • Streamlit web app

Word Extractor

  • Extracts important words from document using NLP.

Whatsapp Chat analysis

  • Analyse the whatsapp chat.

Google search analysis

  • Analyse google search for a query

Fraud Detection using ML

  • Detects a fraud in bank by user inputsa

Stress Detection using NLP

  • Detects if a person is stressed or not using chat.

Personality Detection

  • Analyse Personality of a person using NLP

Image Segmentation

  • Using YOLO to identify diffrent parts of image.

Image to Sketch

  • Creates Sketch from a image using Computer vision.

Gans Dress Generation

  • Generates dress using gans

Deepfake Detection

  • Detects if a face is deepfaked or not

Emergency Vehicle Detection

  • Detects emergency vehicle from a image

Search Engine

  • Search Engine Created using Streamlit and BS4

Location Based Crime Prediction

  • Predicts Crimes using Location with ML

Ambulance Routing

  • Finding Shortest Ambulance Route

Color Channel Splitting

  • Splitting Color Channels using Computer Vision

Flipkart Review Scrap

  • Scraps Reviews from flipkart for a particular project.

Words to Vector

  • Converts words to vecotrs using Spacy and analyse COsine similarities.

Image Repair

  • Repairs Damaged Image Using Computer Vision

Finding Missing Person Using Euclidian Distance

  • Tries to find Missing Person using User reports

Volume Control Gesture (Only Windows)

  • Controls Volume Using Hand Gestures

Pothole Detection (advance)

  • Detecting Potholes using YOLO
  • Get Location Using IP
  • Report Pothole info to MongoDB
  • Streamlit Webapp

All of the projects have either a Flask ,Streamlit ,Django or Tkinter GUI.

Projects Using AWS requires AWS Keys.

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