Deep Learning Projects for CSE Final Year Students

Popular Projects

Python Projects

• 1. secure image steganography with captcha authentication for hidden text protection
• 2. hand gesture recognition and voice conversion system using deep learning
• 3. smart attendance management system
• 4. lung tumor detection using machine learning
• 5. ai-based cosmetic recommendation system based on skin conditions
• 6. intelligent crop disease and risk prediction system using hybrid deep learning & ai
• 7. ai-based social media sentiment analysis using machine learning
• 8. customer support chat bot using natural language processing
• 9. ensemble approach using deep learning and transfer learning in classifying diabetic retinopathy
• 10. hybrid multimodal framework for real-time deepfake video and audio detection using deep learning

Web Application

• 1. complete blood bank management system java spring boot react mysql
• 2. online quiz system
• 3. ai-based brain tumor detection and segmentation using residual u-net from mri scans
• 4. automated attendance system using facial recognition
• 5. data visualization system java swing mysql java project
• 6. intelligent crop disease and risk prediction system using hybrid deep learning & ai
• 7. cross domain plant leaf disease detection using deep learning best python projects
• 8. support desk web application using the mern stack
• 9. employee leave management system
• 10. online fresh grocery order system using python flask framework with mysql

Machine Learning

• 1. multimodal industrial predictive maintenance using hybrid deep learning & llm-based explainable ai
• 2. calorie burn prediction analysis using machine learning project
• 3. lung tumor detection using machine learning
• 4. parkinsons detection using machine learning
• 5. cross domain plant leaf disease detection using deep learning best python projects
• 6. crowd sourcing platform for teachers using nlp for task processing
• 7. ai-based brain tumor detection system
• 8. real-time iot-based pipeline leak detection and monitoring system
• 9. a hybrid machine learning model for credit transaction fraud detection using advanced data analytics
• 10. fraud detection system for online transactions

Embedded Projects

• 1. iot based railway track crack detection and alert system
• 2. real time robotic hand replication using sensor gloves
• 3. iot-based transformer monitoring system using esp32 microcontroller
• 4. real-time stress detection system using iot and machine learning
• 5. smart helmet and bike using fingerprint
• 6. real-time medical patient monitoring system using esp32 and max30105
• 7. smart drought detection system using satellite data and real-time ai weather analysis
• 8. fingerprint based voting system
• 9. real-time gesture-based robotic arm control with accelerometer and flex sensors
• 10. obstacle avoiding robot car using arduino

IoT Projects

• 1. smart flood detection and alert system using ml and handheld devices
• 2. smart flood alert system for real-time early warnings using handheld devices
• 3. fire detection by using iot
• 4. medical patient monitoring system with real-time web dashboard with ml
• 5. flood early detection and avoidance system using iot
• 6. real time smart irrigation with iot and machine learning
• 7. obstacle avoiding robot car using arduino
• 8. iot-based transformer monitoring system using esp32 microcontroller
• 9. smart pet health tracker system
• 10. agriculture hydroponic water quality monitoring and crop suggestion system using machine learning

Raspberry Pi Projects

• 1. swarm robots
• 2. water quality monitoring system using raspberry pi iot-based real-time analysis
• 3. smart receptionist robot with face identification and voice based chat system using raspberry pi
• 4. deep learning based crop detection and weed plucking system
• 5. speech controlled home automation system using raspberry pi
• 6. ai powered smart helmet with eye tracking and automated emergency services
• 7. raspberry pi based plant disease prediction system using image processing techniques
• 8. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi
• 9. ai-based fall detection system for elderly care and safety
• 10. real-time plant irrigation, disease, and animal detection

Java Projects

• 1. retail customer segmentation with cloud computing colud computing java project
• 2. detecting mobile malicious webpages in real time
• 3. automated attendance system using facial recognition
• 4. flight booking system java html css javascript mysql java project
• 5. travel ease you all in one transportation booking companion application
• 6. detecting mobile malicious webpages in real time
• 7. restaurant management system java swing mysql java project
• 8. real-time sports score board cloud computing java project
• 9. vitamin deficiency detection using image processing and convolution neural network
• 10. online food ordering system java react js mysql java project

Electrical Projects

• 1. power factor improvement in flyback converter
• 2. high gain boost converter with pid control for dc microgrids | design, analysis & simulation
• 3. power management of hev with hybrid energy storage
• 4. design of buck integrated luo converter for multiple loads
• 5. self power generation in electric vehicles using driving wheel power electronics projects for mtech
• 6. design and simulation of fuzzy logic controlled bldc motor drive | matlab simulink project
• 7. sliding mode controlled dual active bridge dc-dc converter – design & simulation
• 8. single phase multilevel inverter topologies based im drive with self voltage balancing capabilities
• 9. anfis controlled buck converter for dc drive applications | design, simulation & performance analysis
• 10. single-phase boost pfc based on-board ev charger project

Image Processing

• 1. gan-based image super-resolution with a novel quality loss
• 2. secured communication of text and audio using image steganography
• 3. automated left atrial segmentation from magnetic resonance image sequences
• 4. covid-19 detection using transfer learning
• 5. banana leaf disease identification using image processing methods
• 6. fetal abnormalities detection from ultrasound images using deep learning
• 7. ai based detection of diabetic retinopathy using deep learning
• 8. early detection system for foot ulceration using image processing
• 9. retinal blood vessel segmentation using convolutional neural networks and image processing
• 10. real time video captioning using deep learning

AI Projects

• 1. crop anomaly detection using cnn and camouflage object detection
• 2. virtual health assist ai powered symptom checker and healthcare assistant final year engineering projects in bangalore
• 3. community connect project | ai-based volunteer matching platform using machine learning
• 4. neural and ml based hybrid ai for rainfall forecasting
• 5. deep learning based dog disease detection system using image classification
• 6. rubber leaf disease recognition based on improved deep convolutional neural networks with a cross-scale attention mechanism
• 7. predict your dating app match outcomes with ai accuracy
• 8. real time color detection system using python and opencv
• 9. automated machine learning (automl) training pipeline for intelligent model selection and deployment
• 10. crop recommendation using machine learning algorithms with flask web applications

Data Mining

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

Cloud Computing

• 1. email spam deduction system using java
• 2. retail customer segmentation with cloud computing colud computing java project
• 3. file sharing system with google drive api cloud computing java project
• 4. encrypted cloud storage system using aes-gcm
• 5. complete blood bank management system java spring boot react mysql
• 6. spring boot-based hospital management system for efficient healthcare operations
• 7. network monitoring system java project
• 8. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 9. tour recommender app using cloud resource sharing 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. task manager web application using mern stack
• 2. e-commerce web application based on mern software
• 3. exercise tracker web application using the mern stack
• 4. event management system web application using mern stack
• 5. facebook clone web application using the mern stack
• 6. online employee booking system for building construction
• 7. online examination system with proctoring
• 8. music player web application using mern stack
• 9. mern stack chat appilication with translation
• 10. hospital management system web application using mern stack

Android Projects

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

Blockchain Projects

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

Mini Projects

• 1. dynamic routing and load optimization a predictive analytics approach to streamlining logistics
• 2. inventory management system
• 3. calorie burn prediction analysis using machine learning project
• 4. hand gesture detection for multi language recognition using convolutional neural network
• 5. real time fish detection and tracking for smart aquarium
• 6. false-positive-free gsvd-based image watermarking for copyright protection
• 7. automated attendance system using facial recognition
• 8. real time weather prediction system accurate and instant forecasts best project centre in bangalore
• 9. online tourism management system java mysql java project
• 10. ai-powered cybersecurity using python ml and dl to tackle global threats

BCA Projects

• 1. a fast and effective vision enhancement method for single foggy image
• 2. road semantic segmentation in autonomous cars using layer-wise training
• 3. lung tumor detection using machine learning
• 4. secure image steganography with captcha authentication for hidden text protection
• 5. advanced generative modeling for climate change forecasting and impact evaluation
• 6. data visualization system java swing mysql java project
• 7. virtual bank assistance using artificial intelligent with voice bot for better banking
• 8. gan-based image super-resolution with a novel quality loss
• 9. covid-19 detection using transfer learning
• 10. vitamin deficiency detection using image processing and convolution neural network

MCA Projects

• 1. virtual bank assistance using artificial intelligent with voice bot for better banking
• 2. ai powered air quality index tracker with python flask and machine learning
• 3. ai-powered cybersecurity using python ml and dl to tackle global threats
• 4. vitamin deficiency detection using image processing and convolution neural network
• 5. human identification from brain eeg signals using advanced machine learning method
• 6. financial fraud detection with machine learning advanced ai for risk prevention
• 7. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 8. bone tumor detection using image processing ai tools
• 9. ai-powered cybersecurity using python ml and dl to tackle global threats
• 10. real time ai chat-bot using machine learning and flask web application

Big Data Projects

AI-Enabled Embedded IoT Projects

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

Free Final Year Projects