Best Deep Learning Project Ideas for Final Year Students in Mangaluru

Popular Projects

Python Projects

• 1. forensic object detection and 3d crime scene visualization
• 2. monetary loan eligibility prediction using machine
• 3. cyber security for data embedding image decomposition techniques using dwt
• 4. medical store management system
• 5. multimodal industrial predictive maintenance using hybrid deep learning & llm-based explainable ai
• 6. cardiovascular disease prediction using retinal image deep learning project
• 7. blood bank management system
• 8. operator fatigue detection system using yolov8 and mediapipe | real-time operator state monitoring
• 9. eeg based health monitoring system for epileptic seizure detection
• 10. car sales prediction using machine learning algorithm

Web Application

• 1. yoga pose and human activity recognition system
• 2. utilisation of aerial drone images for monitoring applications
• 3. on-screen monitoring system using federated learning and machine learning
• 4. ai-based brain tumor detection and segmentation using residual u-net from mri scans
• 5. ai-based garbage detection using yolo object detection for smart waste management
• 6. an integrated deep learning and machine learning approach for breast cancer detection and stage classification
• 7. ai-driven automated interview and performance evaluation system using machine learning and speech processing
• 8. healthcare data analysis for disease prediction using machine learning
• 9. online course registartion
• 10. suspicious activity and weapon detection system using ai & deep learning

Machine Learning

• 1. secure electronic voting using blockchain
• 2. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore
• 3. crop recommendation using machine learning algorithms with flask web applications
• 4. ai based architectural image captioning system for blind students
• 5. face mask detection for covid-19 using machine learning
• 6. bone tumour detection system
• 7. operator fatigue detection system using yolov8 and mediapipe | real-time operator state monitoring
• 8. multilingual ai-powered mental health chatbot using nlp and deep learning
• 9. e-commerce recommendation engine using machine learning for personalized product suggestions
• 10. lung diseases prediction from x-xray and ct scanned images using deep learning algorithm

Embedded Projects

• 1. smart agriculture crop monitoring system using stm32
• 2. wireless ev road for vehicle charging system using dynamic wireless power transfer
• 3. arduino-based automatic fire protection system with fire detection
• 4. hand gesture recognition and voice conversation
• 5. ai-driven iot system for real-time water quality assessment
• 6. fire protection system using arduino with smoke and flame detection
• 7. iot-based fruit sweetness prediction system using machine learning & flask using spectral sensor
• 8. line follower and obstacle avoiding robot using arduino with smart navigation system
• 9. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture
• 10. ai crop recommendation by using llm with help of chatbot

IoT Projects

• 1. remote monitoring and control of wheelchair via iot
• 2. ai crop recommendation by using llm with help of chatbot
• 3. water quality monitoring system using iot for real-time smart water management
• 4. smart car parking management system
• 5. iot based solar monitoring and power generating system
• 6. iot-based chemical detection system using lora and raspberry pi with machine learning integration
• 7. smart city innovation integrated water and energy metering system
• 8. smart agriculture robot with iot-based automation for efficient farming
• 9. accident detector with automatic emergency messaging to nearby ambulances with web dashboard with gsm
• 10. real time parkinson disease detection using machine learning and iot system

Raspberry Pi Projects

• 1. design and implementation of autonomous car using raspberry pi
• 2. crowd density detection using ai real-time smart surveillance system
• 3. gesture based communication system for mute and deaf people using raspberry pi and flex sensors
• 4. smart irrigation system using ml prediction
• 5. women safety and health monitoring device using iot
• 6. ai-based smart street light automation using raspberry pi
• 7. ai-powered smart blind stick with object detection, gps & voice support
• 8. ai-based obstacle avoidance robot using raspberry pi and machine learning
• 9. surveillance robot
• 10. ai-powered visual monitoring system for cattle health and wealth management

Java Projects

• 1. inventory management system html java mysql
• 2. restaurant management system java swing mysql java project
• 3. online payment fraud detection
• 4. weather forecating system java jsp mysql java project
• 5. supermarket billing system java swing mysql java project
• 6. online food ordering system java react js mysql java project
• 7. vitamin deficiency detection using image processing and convolution neural network
• 8. news aggregator using cloud api cloud computing java project
• 9. online survey system java mysql java project
• 10. secure electronic voting using blockchain

Electrical Projects

• 1. inductive coupling based wireless power transmission
• 2. analysis and design of a single phase multilevel inverter using symmetrical and asymmetrical voltage sources
• 3. sliding mode controlled dual active bridge dc-dc converter – design & simulation
• 4. design and simulation of pv powered bidirectional four port converter with battery energy storage system
• 5. design and simulation of a nine-level multilevel inverter using nearest level control technique
• 6. high gain boost converter with pid control for dc microgrids | design, analysis & simulation
• 7. design and control of single stage ac-dc buck converter for drive applications
• 8. design and implementation of new multilevel inverter topology for trinary sequence using unipolar pulse width modulation
• 9. solar power generation system with power smoothing function using dual-input buck-boost inverter | matlab simulation
• 10. single phase multilevel inverter topologies based im drive with self voltage balancing capabilities

Image Processing

• 1. human machine collaboration for improved brain computer interface
• 2. artistic image creation using neural style transfer with gan algorithm
• 3. multiple tracking of moving objects with kalman filtering and pca-gmm method
• 4. utilisation of aerial drone images for monitoring applications
• 5. multimodal approach for identification of a person in surveillance camera using ai approach
• 6. secured communication of text and audio using image steganography
• 7. cyber security for data embedding image decomposition techniques using dwt
• 8. graphology-based personality assessment using random forest and cnn with hybrid feature fusion
• 9. face recognition attendance system with opencv ai-based attendance tracker
• 10. ai-powered agricultural decision support farmlink

AI Projects

• 1. face recognition attendance system with opencv ai-based attendance tracker
• 2. ai-powered cybersecurity using python ml and dl to tackle global threats
• 3. filtering abusive text by using machine learning
• 4. harnessing generative ai for predictive climate change analysis and impact forecasting
• 5. credit score prediction and loan analysis system using machine learning
• 6. real time color detection system using python and opencv
• 7. hybrid multimodal framework for real-time deepfake video and audio detection using deep learning
• 8. ai-driven conversational chatbot for laptop and phone recommendations
• 9. harnessing deep learning for accurate plant leaf disease detection and management a revolutionary approach in precision agriculture
• 10. human machine collaboration for improved brain computer interface

Data Mining

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

Cloud Computing

• 1. complete blood bank management system java spring boot react mysql
• 2. encrypted cloud storage system using aes-gcm
• 3. realtime voting platform java mysql cloud project
• 4. retail customer segmentation with cloud computing colud computing java project
• 5. email spam deduction system using java
• 6. microservice-based banking application spring boot reactjs mysql cloud project
• 7. cloud based e-learing portal cloud computing java project
• 8. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 9. developing an online banking application with spring boot reactjs and mysql
• 10. network monitoring system java project

VLSI Projects

• 1. test product for meta review

MERN Projects

• 1. facebook clone web application using the mern stack
• 2. hospital management system web application using mern stack
• 3. twitter clone using mern stack web application
• 4. course-selling web application using the mern stack
• 5. e-commerce web application based on mern software
• 6. instagram clone web application using the mern stack
• 7. online employee booking system for building construction
• 8. event management system web application using mern stack
• 9. exercise tracker web application using the mern stack
• 10. music player web application using mern stack

Android Projects

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

Blockchain Projects

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

Mini Projects

• 1. secure image steganography with captcha authentication for hidden text protection
• 2. wi-fi network intrusion detection: enhanced with feature extraction and machine learning algorithms
• 3. ensemble of pneumonia detection using machin learning
• 4. real time video captioning using deep learning
• 5. crop recommendation using machine learning algorithms with flask web applications
• 6. cross domain plant leaf disease detection using deep learning best python projects
• 7. business real estate management system
• 8. ai-powered detection of vitamin deficiencies through convolutional neural networks
• 9. detection of cyber bullying on social media using machine learning
• 10. college score based university rank prediction using machine learning and flask web application

BCA Projects

• 1. content based image retrieval using convolutional neural network
• 2. breast cancer detection and classification using convolution neural networks
• 3. plant leaf disease detection using flask ai powered web applications
• 4. django e commerce eshop applications
• 5. vitamin deficiency detection using image processing and convolution neural network
• 6. covid-19 detection using transfer learning
• 7. bitcoin price prediction using lstm and multioutput regression models with flask
• 8. phishing websites detection using machine learning with flask web application
• 9. simple product sales website using html css javascript
• 10. ai powered animal detection and alert system for smart agriculture engineering project makers in bangalore for final year

MCA Projects

• 1. braille to text and voice conversion using convolutional neural network
• 2. fetal abnormalities detection from ultrasound images using deep learning
• 3. classification of soil images using convolution neural networks
• 4. real time food calories estimation in fruit and vegetables using yolo model
• 5. aerial surveillance using satellite images using machine learning
• 6. real time music player control using hand gesture recognition with deep learning algorithm
• 7. monetary loan eligibility prediction using machine
• 8. fake currency detection using image processing and machine learning
• 9. automated attendance system using facial recognition
• 10. intelligent transportation system using face eyes and object detection with ai

Big Data Projects

AI-Enabled Embedded IoT Projects

• 1. smart drought detection system using satellite data and real-time ai weather analysis
• 2. real time vital sign monitoring using ai enabled wearables
• 3. fingerprint-based blood group detection system using image processing and machine learning
• 4. ai smart hiking band with esp32, gps, heart rate monitoring & emergency alerts
• 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. ai powered smart helmet with eye tracking and automated emergency services
• 8. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture
• 9. automatic fault detection and clearing system in electric vehicles
• 10. agriculture hydroponic water quality monitoring and crop suggestion system using machine learning

Free Final Year Projects