Machine Learning Projects with Source Code for Students

Popular Projects

Python Projects

• 1. secure face-based authentication and message transmission using aes encryption and image steganography
• 2. crowd sourcing platform for teachers using nlp for task processing
• 3. ai-based garbage detection using yolo object detection for smart waste management
• 4. missing people identification system using face recognition and deep learning
• 5. intelligent vehicle damage assessment and cost estimator insurance
• 6. machine learning techniques for chronic kidney disease risk prediction
• 7. federated learning-based medical image classification with secure model aggregation
• 8. a data-driven automobile recommendation platform using machine learning and multi-objective decision analysis
• 9. ai-powered cybersecurity using python ml and dl to tackle global threats
• 10. automated bone tumor analysis using cnn unet

Web Application

• 1. automated machine learning (automl) training pipeline for intelligent model selection and deployment
• 2. smart attendance management system
• 3. java based smart hr management system
• 4. forensic object detection and 3d crime scene visualization
• 5. virtual try-on using python, opencv, mediapipe face mesh and augmented reality | computer vision project
• 6. smart canteen solutions automating food services with iot & ai
• 7. ai-driven dog disease detection system using deep learning
• 8. ai-powered agricultural decision support farmlink
• 9. online dj booking management system
• 10. instagram clone web application using the mern stack

Machine Learning

• 1. a data-driven automobile recommendation platform using machine learning and multi-objective decision analysis
• 2. machine learning–based system for assessing maternal health risks and supporting pregnancy care
• 3. intelligent vehicle damage assessment and cost estimator insurance
• 4. secure image steganography with captcha authentication for hidden text protection
• 5. key generation for zero steganography using dna sequences
• 6. ai based realtime disaster management system
• 7. maternal health risk prediction and intelligent pregnancy assistant system using machine learning
• 8. wi-fi network intrusion detection: enhanced with feature extraction and machine learning algorithms
• 9. voice-based email system for visually challenged users
• 10. fraud detection in finance data using machine learning

Embedded Projects

• 1. human following robot using arduino and ultrasonic sensors with free source code
• 2. ambulance path optimization system and emergency messenger using lora
• 3. human following robot
• 4. aqi surveillance for smart residences
• 5. automatic path hole detection and alert system
• 6. line follower and obstacle avoiding cleaning robot
• 7. real time robotic hand replication using sensor gloves
• 8. smart washroom management using iot for automated hygiene monitoring, water conservation
• 9. water quality monitoring system using iot and machine learning
• 10. design and implementation of smart irrigation system and seed sowing machine

IoT Projects

• 1. solar powered pick & place robot – efficient robotic automation for industry & agriculture
• 2. medical patient monitoring system with real-time web dashboard with ml
• 3. iot-based smart safety headgear for real-time environmental monitoring and industrial worker protection
• 4. peer to peer energy trading system
• 5. obstacle avoiding robot car using arduino
• 6. smart bin for smart city using iot and android app
• 7. accident detection and alert system using arduino and iot
• 8. automatic braking system using ultrasonic sensor
• 9. real-time medical patient monitoring system using esp32 and max30105
• 10. fingerprint biometric based attendance system for college using iot

Raspberry Pi Projects

• 1. license plate recognition system with automatic gate control using raspberry pi
• 2. deep learning based weed detection and plucking
• 3. ai-based fall detection system for elderly care and safety
• 4. smart crop monitoring system using machine learning and android application
• 5. iot based android app-controlled home automation using raspberry pi
• 6. face fingerprint based bank locker security system using raspberry pi with otp verification
• 7. raspberry pi based secure door lock system using keypad and lcd display
• 8. military robot for object detection using ai and computer vision
• 9. ai powered automatic pothole detection and filling system for smart road maintenance
• 10. women safety and health monitoring device using iot

Java Projects

• 1. online food ordering system java react js mysql java project
• 2. cloud based expense tracker system
• 3. data visualization system java swing mysql java project
• 4. java based smart hr management system
• 5. voice command app with cloud functions cloud computing java project
• 6. ride sharing application java spring boot react js mysql java project
• 7. detecting mobile malicious webpages in real time
• 8. online train ticket booking system java jsp mysql java project
• 9. secure electronic voting using blockchain
• 10. email spam deduction system using java

Electrical Projects

• 1. design of voltage mode control for flyback converter final year engineering projects in bangalore
• 2. ai based solar powered charging system using resonant lcc boost converter
• 3. design and simulation of a nine-level multilevel inverter using nearest level control technique | matlab simulink
• 4. self power generation in electric vehicles using driving wheel power electronics projects for mtech
• 5. bidirectional converter with dc motor drive for ev | regenerative braking simulation
• 6. fault tolerant controller design for pitch, yaw and roll of uav
• 7. single-phase boost pfc based on-board ev charger project
• 8. high voltage gain dc-dc boost converter with transformer and active clamp technology
• 9. analysis and design of high gain switched capacitor z-source converter
• 10. smart grid transmission and distribution system with self hailing controllable crowbar for enhanced reliability best electrical projects

Image Processing

• 1. face recognition attendance system with opencv ai-based attendance tracker
• 2. improved slm for papr reduction in ofdm system
• 3. ai based detection of diabetic retinopathy using deep learning
• 4. classification of soil images using convolution neural networks
• 5. key generation for zero steganography using dna sequences
• 6. multiple tracking of moving objects with kalman filtering and pca-gmm method
• 7. crop anomaly detection using cnn and camouflage object detection
• 8. bmnet deepfake detection model with bilstm and multi head attention
• 9. virtual try-on using python, opencv, mediapipe face mesh and augmented reality | computer vision project
• 10. ai based architectural image captioning system for blind students

AI Projects

• 1. urban traffic prediction using lightweight recurrent neural networks for smart cities
• 2. automated bone fracture detection using convolutional neural networks
• 3. an ensemble neural network approach to forecast dengue outbreak based on climatic conditions
• 4. fetal abnormalities detection from ultrasound images using deep learning
• 5. intelligent vehicle damage assessment and cost estimator insurance
• 6. real time mock interview evaluation using facial expressions with cnn
• 7. revolutionizing osteoarthritis detection with deep learning ai powered diagnosis prediction free python projects with source code online
• 8. face recognition attendance system with opencv ai-based attendance tracker
• 9. e-commerce recommendation engine using machine learning for personalized product suggestions
• 10. real time color detection system using python and opencv

Data Mining

• 1. tour recommender app using cloud resource sharing cloud computing java project

Cloud Computing

• 1. tour recommender app using cloud resource sharing cloud computing java project
• 2. cloud-enabled complaint tracker cloud computing java project
• 3. developing an online banking application with spring boot reactjs and mysql
• 4. realtime voting platform java mysql cloud project
• 5. voice command app with cloud functions cloud computing java project
• 6. cloud based e-learing portal cloud computing java project
• 7. cloud based expense tracker system
• 8. attendance tracker system java mysql java project
• 9. data leakage detection system using alteration-based tracking java project
• 10. voice command app with cloud functions cloud computing java project

VLSI Projects

• 1. test product for meta review

MERN Projects

• 1. online examination system with proctoring
• 2. facebook clone web application using the mern stack
• 3. twitter clone using mern stack web application
• 4. online employee booking system for building construction
• 5. event management system web application using mern stack
• 6. fruit shop web application using the mern stack
• 7. hospital management system web application using mern stack
• 8. e-commerce web application based on mern software
• 9. support desk web application using the mern stack
• 10. mern stack chat appilication with translation

Android Projects

• 1. online movie streaming app
• 2. bluetooth messenger chat app
• 3. automated attendance system using facial recognition
• 4. speech to text and text to speech android app
• 5. automated attendance system using facial recognition
• 6. covid19 stat app using android app
• 7. android quiz app
• 8. gym workout maintenance app

Blockchain Projects

• 1. microservice-based banking application spring boot reactjs mysql cloud project
• 2. a blockchain-powered secure framework for organic agriculture
• 3. blockchain-based e-voting system using flask and python
• 4. attendance tracker system java mysql java project
• 5. efficient and lightweight blockchain for secure transaction tracking using python
• 6. block chain powered cyber risk prediction and insurance platform

Mini Projects

• 1. depression risk management system using machine learning with flask web applications
• 2. ensemble approach using deep learning and transfer learning in classifying diabetic retinopathy
• 3. rose plant disease prediction using convolution neural network algorithm
• 4. vitamin deficiency detection using image processing and convolution neural network
• 5. college score based university rank prediction using machine learning and flask web application
• 6. insect pest image detection and recognition based on deep learning algorithm
• 7. artistic image creation using neural style transfer with gan algorithm
• 8. weather forecating system java jsp mysql java project
• 9. content based image retrieval using convolutional neural network
• 10. ride sharing application java spring boot react js mysql java project

BCA Projects

• 1. gan-based image super-resolution with a novel quality loss
• 2. crop recommendation using machine learning algorithms with flask web applications
• 3. sentiment analysis of deepfake tweets detecting emotional trends and misinformation best final year engineering projects in bangalore
• 4. lung diseases prediction from x-xray and ct scanned images using deep learning algorithm
• 5. online dj booking management system
• 6. osteoporosis detection and classification using deep learning algorithm
• 7. the use of vocal biomarkers from research to clinical practice
• 8. virtual bank assistance using artificial intelligent with voice bot for better banking
• 9. real time food calories estimation in fruit and vegetables using yolo model
• 10. multi-class classification of alzheimer's disease using 3dcnn features and multilayer perceptron

MCA Projects

• 1. ai-powered cybersecurity using python ml and dl to tackle global threats
• 2. developing an online banking application with spring boot reactjs and mysql
• 3. tulsi leaf disease detection
• 4. mosaic secret-fragment-visible data hiding for secure image transmission based on two-step energy matching
• 5. inventory management system using machine learning
• 6. secured communication of text and audio using image steganography
• 7. brain tumour detection and classification with various state analysis using deep learning algorithm
• 8. osteoporosis detection and classification using deep learning algorithm
• 9. intelligent vehicle damage assessment and cost estimator insurance
• 10. real time fish detection and tracking for smart aquarium

Big Data Projects

AI-Enabled Embedded IoT Projects

• 1. agriculture hydroponic water quality monitoring and crop suggestion system using machine learning
• 2. ai powered smart helmet with eye tracking and automated emergency services
• 3. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture
• 4. iot-based fruit sweetness prediction system using machine learning & flask using spectral sensor
• 5. ai smart hiking band with esp32, gps, heart rate monitoring & emergency alerts
• 6. automatic fault detection and clearing system in electric vehicles
• 7. smart flood alert system for real-time early warnings using handheld devices
• 8. real time vital sign monitoring using ai enabled wearables
• 9. ai-based loose screw detection in truck assembly line for quality control
• 10. fingerprint-based blood group detection system using image processing and machine learning

Free Final Year Projects