Deep learning projects for students

Popular Projects

Python Projects

• 1. advanced health monitoring system for real time patient tracking
• 2. online quiz system
• 3. a unified home service platform
• 4. multi-class classification of alzheimer's disease using 3dcnn features and multilayer perceptron
• 5. eeg based health monitoring system for epileptic seizure detection
• 6. smart parking system with real-time booking application
• 7. fetal abnormalities detection from ultrasound images using deep learning
• 8. ai powered animal detection and alert system for smart agriculture engineering project makers in bangalore for final year
• 9. diabetic retinopathy detection using deep learning and medical image analysis
• 10. automated bone fracture detection using convolutional neural networks

Web Application

• 1. real time ai chat-bot using machine learning and flask web application
• 2. music player web application using mern stack
• 3. support desk web application using the mern stack
• 4. detecting mobile malicious webpages in real time
• 5. event detection system using machine learning
• 6. blockchain-based e-voting system using flask and python
• 7. smart crop yeild prediction based on environmental parameters
• 8. chat application in php using my sql
• 9. fruit shop web application using the mern stack
• 10. on-screen monitoring system using federated learning and machine learning

Machine Learning

• 1. event detection system using machine learning
• 2. ai-powered detection of vitamin deficiencies through convolutional neural networks
• 3. automated machine learning (automl) training pipeline for intelligent model selection and deployment
• 4. rainfall prediction using machine learning
• 5. multimodal biometric system based on human signature and palm image
• 6. detecting and mitigating clinical errors in electronic health records using deep learning
• 7. crop anomaly detection using cnn and camouflage object detection
• 8. ai-powered blood pressure state classification system
• 9. cardiovascular disease prediction using retinal image deep learning project
• 10. osteoporosis detection and classification using deep learning algorithm

Embedded Projects

• 1. real-time gesture-based robotic arm control with accelerometer and flex sensors
• 2. automatic home appliance control using arduino micro controller and ir and pir sensors
• 3. health monitoring system using lora
• 4. smart car parking management system
• 5. iot-based smart safety headgear for real-time environmental monitoring and industrial worker protection
• 6. a lora-based wireless soil monitoring system data communication and sensor performance analysis
• 7. automatic vehicle speed limiter for express highways using smart control systems
• 8. smart city
• 9. fire protection system using arduino with smoke and flame detection
• 10. automatic path hole detection and alert system

IoT Projects

• 1. iot based solar monitoring and power generating system
• 2. solar panel tracking system for maximum energy efficiency using smart automation
• 3. women preganacy safety band
• 4. fire detection by using iot
• 5. solar powered pick & place robot – efficient robotic automation for industry & agriculture
• 6. real time robotic hand replication using sensor gloves
• 7. real time iot based smart health monitoring system
• 8. real-time medical patient monitoring system using esp32 and max30105
• 9. smart agriculture system with iot using android app
• 10. smart agriculture robot with iot-based automation for efficient farming

Raspberry Pi Projects

• 1. ai-based driver safety monitoring system using raspberry pi
• 2. deep learning based crop detection and weed plucking system
• 3. iot-based intelligent air quality monitoring system using machine learning smart pollution detection
• 4. deep learning based weed detection and plucking
• 5. real time border security robot
• 6. smart crop monitoring system using machine learning and android application
• 7. computational intelligence techniques for estimation of electricity energy consumption and performance analysis
• 8. face recognition door lock system using raspberry pi
• 9. smart receptionist robot with face identification and voice based chat system using raspberry pi
• 10. design and implementation of an offline voice-enabled smart lamp system using embedded ai

Java Projects

• 1. email spam deduction system using java
• 2. online payment fraud detection
• 3. data visualization system java swing mysql java project
• 4. file sharing system with google drive api cloud computing java project
• 5. vitamin deficiency detection using image processing and convolution neural network
• 6. java based smart hr management system
• 7. supply chain management system java swing mysql java project
• 8. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 9. car showroom management system
• 10. employee leave management system

Electrical Projects

• 1. a capacitive bridge-type superconducting fault current limiter to improve the transient performance of dfig/pv/sg-based hybrid power system
• 2. analysis and design of high gain switched capacitor z-source converter
• 3. real time battery health and charge monitoring system using machine learning
• 4. analysis and design of a single phase multilevel inverter using symmetrical and asymmetrical voltage sources
• 5. high performance 7 level single phase inverter with symmetric switched-capacitor and minimal switches
• 6. design and implementation of a single-phase boost pfc based on-board ev charger for efficient electric vehicle charging
• 7. direct torque control of induction motor with reduced torque ripple
• 8. fault tolerant controller design for pitch, yaw and roll of uav
• 9. design and control of single stage ac-dc buck converter for drive applications
• 10. high voltage gain dc-dc boost converter with transformer and active clamp technology

Image Processing

• 1. object detection and tracking using kalman filter
• 2. identification of mature level and count of nutmeg using color space segmentation algorithm
• 3. event detection system using machine learning
• 4. real time food calories estimation in fruit and vegetables using yolo model
• 5. intelligent transportation system using face eyes and object detection with ai
• 6. ai-driven waste sorting enhancing recycling efficiency with convolutional neural networks
• 7. ai-driven conversational chatbot for laptop and phone recommendations
• 8. real time music player control using hand gesture recognition with deep learning algorithm
• 9. drugged eye detection using image processing deep learning
• 10. false-positive-free gsvd-based image watermarking for copyright protection

AI Projects

• 1. e-commerce recommendation engine using machine learning for personalized product suggestions
• 2. ai virtual healthcare chatbot system using deep learning
• 3. ai enabled smart energy load prediction system using lstm
• 4. a data-driven automobile recommendation platform using machine learning and multi-objective decision analysis
• 5. ai powered air quality index tracker with python flask and machine learning
• 6. rubber leaf disease recognition based on improved deep convolutional neural networks with a cross-scale attention mechanism
• 7. deep learning-based dementia detection system using medical data
• 8. lung tumor detection using machine learning
• 9. an integrated deep learning and machine learning approach for breast cancer detection and stage classification
• 10. handloom design generation using generative networks

Data Mining

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

Cloud Computing

• 1. cloud based e-learing portal cloud computing java project
• 2. realtime voting platform java mysql cloud project
• 3. tour recommender app using cloud resource sharing cloud computing java project
• 4. developing an online banking application with spring boot reactjs and mysql
• 5. retail customer segmentation with cloud computing colud computing java project
• 6. cloud based expense tracker system
• 7. network monitoring system java project
• 8. complete blood bank management system java spring boot react mysql
• 9. cloud-enabled complaint tracker cloud computing 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 employee booking system for building construction
• 2. event management system web application using mern stack
• 3. facebook clone web application using the mern stack
• 4. exercise tracker web application using the mern stack
• 5. music player web application using mern stack
• 6. twitter clone using mern stack web application
• 7. e-commerce web application based on mern software
• 8. course-selling web application using the mern stack
• 9. fruit shop web application using the mern stack
• 10. support desk web application using the mern stack

Android Projects

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

Blockchain Projects

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

Mini Projects

• 1. network monitoring system java project
• 2. hand gesture detection for multi language recognition using convolutional neural network
• 3. depression risk management system using machine learning with flask web applications
• 4. online shopping e-commerce java jsp mysql java project
• 5. an enhancement in security and copyright protection technique used for digital still image
• 6. intelligent vehicle damage assessment and cost estimator for insurance using flask web application
• 7. brain tumor detection using eeg wave patterns
• 8. rainfall prediction using machine learning
• 9. music player web application using mern stack
• 10. implementation of recognition model for ancient kannada epigraphs using image processing

BCA Projects

• 1. voice-based email system for visually challenged users
• 2. business real estate management system
• 3. crop recommendation using machine learning algorithms with flask web applications
• 4. ai powered cybersecurity visualization global threats and defense strategies
• 5. online crime reporting system
• 6. intelligent vehicle damage assessment and cost estimator for insurance using flask web application
• 7. development of image processing algorithm for estimation of water volume based on external image features of tender coconut
• 8. brain tumour detection and classification with various state analysis using deep learning algorithm
• 9. tumor region extraction using edge detection method in brain mri images
• 10. virtual health assist ai powered symptom checker and healthcare assistant final year engineering projects in bangalore

MCA Projects

• 1. intelligent transportation system using face eyes and object detection with ai
• 2. ai virtual healthcare chatbot system using deep learning
• 3. online examination system
• 4. classification and counting of mycobacterium tuberculosis from sputum microscopic image using fuzzy logic
• 5. secured communication of text and audio using image steganography
• 6. human identification from brain eeg signals using advanced machine learning method
• 7. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 8. real time object detection for adas autonomous driving assistance system
• 9. aerial surveillance using satellite images using machine learning
• 10. supermarket billing system java swing mysql java project

Big Data Projects

AI-Enabled Embedded IoT Projects

• 1. smart drought detection system using satellite data and real-time ai weather analysis
• 2. agriculture hydroponic water quality monitoring and crop suggestion system using machine learning
• 3. ai smart hiking band with esp32, gps, heart rate monitoring & emergency alerts
• 4. ai powered smart helmet with eye tracking and automated emergency services
• 5. automatic fault detection and clearing system in electric vehicles
• 6. smart flood detection and alert system using ml and handheld devices
• 7. iot-based fruit sweetness prediction system using machine learning & flask using spectral sensor
• 8. medical patient monitoring system with real-time web dashboard with ml
• 9. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture
• 10. smart flood alert system for real-time early warnings using handheld devices

Free Final Year Projects