Best Deep Learning Project Ideas for Final Year Students in Mumbai

Popular Projects

Python Projects:-

• 1. automated classification of cervical cancer using machine learning techniques
• 2. ai based architectural image captioning system for blind students
• 3. operator fatigue detection system using yolov8 and mediapipe | real-time operator state monitoring
• 4. a hybrid machine learning model for credit transaction fraud detection using advanced data analytics
• 5. ai based image diagnosis of thyroid disorders final year engineering projects
• 6. graphology-based personality assessment using random forest and cnn with hybrid feature fusion
• 7. intelligent transportation system using face eyes and object detection with ai
• 8. secure image steganography with captcha authentication for hidden text protection
• 9. automated bone fracture detection using convolutional neural networks
• 10. ai-driven dog disease detection system using deep learning

Web Application:-

• 1. difficulty analyses of yoga poses with center of gravity distribution of body area by open pose key points detection
• 2. vehicle service management system
• 3. ai-based multi-sensor object tracking system for high accuracy and reliability
• 4. ai powered autism detection using facial expression and eye tracking
• 5. yoga pose and human activity recognition system
• 6. phishing websites detection using machine learning with flask web application
• 7. a hybrid machine learning model for credit transaction fraud detection using advanced data analytics
• 8. ai powered acoustic event detection for crop protection using bird sound recognition
• 9. spring boot-based hospital management system for efficient healthcare operations
• 10. e-commerce web application based on mern software

Machine Learning:-

• 1. rose plant disease prediction using convolution neural network algorithm
• 2. smart surveillance and alert system for weapon detection
• 3. virtual try-on using python, opencv, mediapipe face mesh and augmented reality | computer vision project
• 4. ai chat bot for college departments
• 5. deep learning based chronic kidney disease detection using iris imaging
• 6. multilingual ai-powered mental health chatbot using nlp and deep learning
• 7. content based image retrieval using convolutional neural network
• 8. hybrid multimodal framework for real-time deepfake video and audio detection using deep learning
• 9. depression detection from social network data using machine learning techniques
• 10. secure electronic voting using blockchain

Embedded Projects:-

• 1. automatic vehicle speed limiter for express highways using smart control systems
• 2. temperature-based fan speed control using arduino
• 3. solar powered pick & place robot – efficient robotic automation for industry & agriculture
• 4. fire protection system
• 5. voice controlled robot using bluetooth and android smartphone
• 6. smart parking system with real-time booking application
• 7. ai-based loose screw detection in truck assembly line for quality control
• 8. voice controlled four-wheel robot using arduino
• 9. automatic street light control
• 10. wearable smart shoe technology for health fitness using iot

IoT Projects:-

• 1. smart pet health tracker system
• 2. emg-based brain controlled electric vehicle system
• 3. smart agricultural robot with iot-based automation for efficient farming
• 4. smart agriculture monitoring system using iot and sensors
• 5. iot based food dispenser
• 6. fingerprint-based blood group detection system using image processing and machine learning
• 7. smart home automation system using iot with web and mobile control
• 8. temperature-based fan speed control using arduino
• 9. iot-based chemical detection system using lora and raspberry pi with machine learning integration
• 10. geofencing-enabled v2i system for smart emergency vehicle traffic management

Raspberry Pi Projects:-

• 1. smart receptionist robot with face identification and voice based chat system using raspberry pi
• 2. smart ai blind stick using raspberry pi and object recognition with voice feedback
• 3. deep learning based crop detection and weed plucking system
• 4. smart iot leaf disease detection robot with automated pesticide prediction
• 5. deep learning based chronic kidney disease detection using iris imaging
• 6. driver drowsiness detection and robot control system
• 7. raspberry pi based secure door lock system using rfid and lcd display
• 8. face recognition door lock system using raspberry pi
• 9. speech controlled home automation system using raspberry pi
• 10. ai powered automatic pothole detection and filling system for smart road maintenance

Java Projects:-

• 1. automated attendance system using facial recognition
• 2. enterprise payroll management system in java jsp mysql
• 3. crowd sourcing platform for teachers using nlp for task processing
• 4. real-time sports score board cloud computing java project
• 5. supply chain management system java swing mysql java project
• 6. automated attendance system using facial recognition
• 7. cloud based expense tracker system
• 8. data visualization system java swing mysql java project
• 9. online examination system
• 10. online resume builder java html css javascript java project

Electrical Projects:-

• 1. analysis and design of a single phase multilevel inverter using symmetrical and asymmetrical voltage sources
• 2. design and analysis of fuzzy logic controlled boost converter for efficient power management power system projects
• 3. design of multilevel inverter with asymmetrical voltage sources with reduced number of switches
• 4. single phase single-switch vienna rectifier for pfc battery charging applications electrical projects
• 5. a single-phase boost pfc based on-board ev charger
• 6. stable all day hydrogen production using pv based system with energy storage and pem electrolysis buy project online final year projects
• 7. design and control of single stage ac-dc buck converter for drive applications
• 8. simulation of flc based hybrid pv-wind-fuel cell sources integrated in dc-microgrid
• 9. smart grid transmission and distribution system with self hailing controllable crowbar for enhanced reliability best electrical projects
• 10. design and simulation of 15 level cascaded h bridge inverter using svpwm technique best place for electrical projects institute

Image Processing:-

• 1. human identification from brain eeg signals using advanced machine learning method
• 2. handloom design generation using generative networks
• 3. ensemble approach using deep learning and transfer learning in classifying diabetic retinopathy
• 4. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 5. robust voice recognition system for identifying original and duplicate voice sampl
• 6. mosaic secret-fragment-visible data hiding for secure image transmission based on two-step energy matching
• 7. disease prognosticator detection and classification with convolution neural networks
• 8. ai based gun sound detection system for real time public safety surveillance
• 9. ai based architectural image captioning system for blind students
• 10. real-time facial emotion detection using cnn and deep learning

AI Projects:-

• 1. ai powered cybersecurity visualization global threats and defense strategies
• 2. hybrid multimodal framework for real-time deepfake video and audio detection using deep learning
• 3. smart surveillance and alert system for weapon detection
• 4. development of image processing algorithm for estimation of water volume based on external image features of tender coconut
• 5. ai-powered detection of vitamin deficiencies through convolutional neural networks
• 6. deep learning model for low light image enhancement for pre processing
• 7. rose plant disease prediction using convolution neural network algorithm
• 8. graphology-based personality assessment using random forest and cnn with hybrid feature fusion
• 9. secured communication of text and audio using image steganography
• 10. iot-based real-time accident detection and monitoring system using machine learning

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. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 3. real-time sports score board cloud computing java project
• 4. encrypted cloud storage system using aes-gcm
• 5. complete blood bank management system java spring boot react mysql
• 6. tour recommender app using cloud resource sharing cloud computing java project
• 7. microservice-based banking application spring boot reactjs mysql cloud project
• 8. voice command app with cloud functions cloud computing java project
• 9. spring boot-based hospital management system for efficient healthcare operations
• 10. attendance tracker system java mysql java project

VLSI Projects:-

MERN Projects:-

• 1. course-selling web application using the mern stack
• 2. facebook clone web application using the mern stack
• 3. music player web application using mern stack
• 4. twitter clone using mern stack web application
• 5. instagram clone web application using the mern stack
• 6. event management system web application using mern stack
• 7. online employee booking system for building construction
• 8. hospital management system web application using mern stack
• 9. task manager web application using mern stack
• 10. support desk web application using the mern stack

Android Projects:-

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

Blockchain Projects:-

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

Mini Projects:-

• 1. mango leaf disease identification & classification using ai
• 2. ai-driven waste sorting enhancing recycling efficiency with convolutional neural networks
• 3. fake news detection using machine learning algorithm
• 4. the use of vocal biomarkers from research to clinical practice
• 5. prediction of wine quality using machine learning algorithms
• 6. ai powered air quality index tracker with python flask and machine learning
• 7. financial fraud detection with machine learning advanced ai for risk prevention
• 8. hand gesture detection for multi language recognition using convolutional neural network
• 9. real time food calories estimation in fruit and vegetables using yolo model
• 10. vehicle service management system

BCA Projects:-

• 1. vitamin deficiency detection using image processing and convolution neural network
• 2. skin prick test wheal detection in 3d image via convolutional neural network
• 3. ai enabled water well predictor using deep learning final year engineering projects
• 4. artistic image creation using neural style transfer with gan algorithm
• 5. hospital management system
• 6. secured communication of text and audio using image steganography
• 7. automated left atrial segmentation from magnetic resonance image sequences
• 8. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore
• 9. intelligent web app for detecting hate speech using machine learning and nlp
• 10. crop recommendation using machine learning algorithms with flask web applications

MCA Projects:-

• 1. heart disease prediction using retinal images
• 2. object detection and tracking using kalman filter
• 3. liquor store management system: a spring boot and mysql-based solution
• 4. employee leave management system
• 5. detecting mobile malicious webpages in real time
• 6. inventory management system html java mysql
• 7. deep learning approach for human stress detection using haar cascade
• 8. employee leave management system
• 9. depression detection from social network data using machine learning techniques
• 10. rainfall prediction using machine learning

Big Data Projects:-

AI-Enabled Embedded IoT Projects:-

• 1. automatic fault detection and clearing system in electric vehicles
• 2. smart flood alert system for real-time early warnings using handheld devices
• 3. agriculture hydroponic water quality monitoring and crop suggestion system using machine learning
• 4. ai powered smart helmet with eye tracking and automated emergency services
• 5. iot-based fruit sweetness prediction system using machine learning & flask using spectral sensor
• 6. smart drought detection system using satellite data and real-time ai weather analysis
• 7. smart flood detection and alert system using ml and handheld devices
• 8. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture
• 9. real time vital sign monitoring using ai enabled wearables
• 10. fingerprint-based blood group detection system using image processing and machine learning

Free Final Year Projects :-

• 1. test product for meta review