Best Final Year Mini Projects in Kolkata: Innovative & Industry-Ready Ideas for Engineering Students

Popular Projects

Python Projects

• 1. ai-based multi-sensor object tracking system for high accuracy and reliability
• 2. gui based secure image steganography using spread spectrum, aes encryption and error correction
• 3. road semantic segmentation in autonomous cars using layer-wise training
• 4. forensic object detection and 3d crime scene visualization
• 5. online payment fraud detection system using machine learning | real-time secure transaction
• 6. ai driven crop recommendation based on real time environmental data
• 7. ai-powered mental health support system
• 8. ensemble approach using deep learning and transfer learning in classifying diabetic retinopathy
• 9. automated attendance system using facial recognition
• 10. crop recommendation

Web Application

• 1. automated machine learning (automl) training pipeline for intelligent model selection and deployment
• 2. urban traffic prediction using lightweight recurrent neural networks for smart cities
• 3. fraud detection system for online transactions
• 4. gym management system using php
• 5. real-time iot-based pipeline leak detection and monitoring system
• 6. bitcoin price prediction using lstm and multioutput regression models with flask
• 7. intelligent health status classification using iot and ai
• 8. simple product sales website using html css javascript
• 9. liquor store management system: a spring boot and mysql-based solution
• 10. smart vitals for non-invasive disease prediction

Machine Learning

• 1. cardiovascular disease prediction using retinal image deep learning project
• 2. ai based architectural image captioning system for blind students
• 3. machine learning–based system for assessing maternal health risks and supporting pregnancy care
• 4. multimodal biometric system based on human signature and palm image
• 5. ai-powered detection of vitamin deficiencies through convolutional neural networks
• 6. ai-based garbage detection using yolo object detection for smart waste management
• 7. crop prediction using machine learning
• 8. tulsi leaf disease detection
• 9. smart drought detection system using satellite data and real-time ai weather analysis
• 10. ai-driven deep learning approach for diagnosing diabetic retinopathy

Embedded Projects

• 1. emg-based brain controlled electric vehicle system
• 2. geofencing-enabled v2i system for smart emergency vehicle traffic management
• 3. rfid verified temperature monitoring contactless attendance system
• 4. eeg based brain controlled wheelchair for physically challenging person
• 5. flood early detection and avoidance system using iot
• 6. smart home automation system using iot with web and mobile control
• 7. a lora-based wireless soil monitoring system data communication and sensor performance analysis
• 8. automatic robotic arm control using arduino micro controller and servo motors
• 9. head gesture movement robot using iot
• 10. arduino based automatic safety locker system with fingerprint sensor, authentication through otp

IoT Projects

• 1. iot based bike accident detection system with helmet safety and real time alerts
• 2. automatic fault detection and clearing system in electric vehicles
• 3. iot based borewell rescue mechanism with real time monitoring using esp32
• 4. iot smart jacket for continuous health and safety tracking
• 5. implementation of a child rescue system from bore well for long range applications
• 6. load management for household appliances using smart energy monitoring system
• 7. emg-based brain controlled electric vehicle system
• 8. geofencing-enabled v2i system for smart emergency vehicle traffic management
• 9. iot based smart helmet
• 10. waste segregation based on arduino

Raspberry Pi Projects

• 1. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi
• 2. real-time plant irrigation, disease, and animal detection
• 3. iot-based chemical detection system using lora and raspberry pi with machine learning integration
• 4. smart ai blind stick using raspberry pi and object recognition with voice feedback
• 5. offline voice assistant using raspberry pi
• 6. e-secure office using face, fingerprint, password and rfid authentication with raspberry pi
• 7. hiding text in image using steganography with captcha authentication
• 8. board security robot using raspberry pi
• 9. face fingerprint based bank locker security system using raspberry pi with otp verification
• 10. an intelligent voice-enabled ai chatbot system using natural language processing on raspberry pi

Java Projects

• 1. cloud-enabled complaint tracker cloud computing java project
• 2. encrypted cloud storage system using aes-gcm
• 3. attendance management system java swing mysql java project
• 4. secure electronic voting using blockchain
• 5. vitamin deficiency detection using image processing and convolution neural network
• 6. travel ease you all in one transportation booking companion application
• 7. network monitoring system java project
• 8. supermarket billing system java swing mysql java project
• 9. cryptocurrency portfolio tracker and trading platform java springboot reactjs mysql java project
• 10. complete blood bank management system java spring boot react mysql

Electrical Projects

• 1. high gain boost converter with fuzzy logic control for dc microgrids design and analysis buy simulation projects
• 2. design and simulation of pv standalone inverter with battery energy storage system
• 3. simulation of hybrid battery-pv-wind-fuel cell sources integrated in dc-microgrid
• 4. a bridgeless modified boost converter to improve power factor in ev battery charging applications
• 5. real time battery health and charge monitoring system using machine learning
• 6. design of multilevel inverter with asymmetrical voltage sources with reduced number of switches
• 7. inductive coupling based wireless power transmission
• 8. design and implementation of boost converter for efficient power electronics
• 9. single stage pv array fed speed sensorless vector control of induction motor drive for water pumping
• 10. stable all day hydrogen production using pv based system with energy storage and pem electrolysis buy project online final year projects

Image Processing

• 1. heart disease prediction using retinal images
• 2. blood group detection rbc wbc counting and disease detection using an image processing approach and machine learning
• 3. accurate text detection from natural scene images ai powered ocr best machine learning projects centre
• 4. ai powered animal detection and alert system for smart agriculture engineering project makers in bangalore for final year
• 5. fetal abnormalities detection from ultrasound images using deep learning
• 6. deep learning approach for human stress detection using haar cascade
• 7. cnn autoencoder for image compression and reconstruction of remote satellite images/ radar images
• 8. ensemble technique for brain tumor patient survival prediction
• 9. ai-based brain tumor detection system
• 10. drugged eye detection using image processing deep learning

AI Projects

• 1. real time food calories estimation in fruit and vegetables using yolo model
• 2. voice-based email system for visually challenged users
• 3. deep learning based chronic kidney disease detection using iris imaging
• 4. real time color detection system using python and opencv
• 5. fraud detection system for online transactions
• 6. healthcare data analysis for disease prediction using machine learning
• 7. handloom design generation using generative networks
• 8. robust voice recognition system for identifying original and duplicate voice sampl
• 9. neural and ml based hybrid ai for rainfall forecasting
• 10. lung disease prediction using multimodal deep learning | transformer-based medical diagnosis system

Data Mining

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

Cloud Computing

• 1. microservice-based banking application spring boot reactjs mysql cloud project
• 2. complete blood bank management system java spring boot react mysql
• 3. email spam deduction system using java
• 4. news aggregator using cloud api cloud computing java project
• 5. cloud-enabled complaint tracker cloud computing java project
• 6. file sharing system with google drive api cloud computing java project
• 7. cloud based expense tracker system
• 8. real-time sports score board cloud computing java project
• 9. realtime voting platform java mysql cloud project
• 10. building a pharmacy management system with java spring boot mysql thymeleaf and smtp

VLSI Projects

• 1. test product for meta review

MERN Projects

• 1. event management system web application using mern stack
• 2. online examination system with proctoring
• 3. fruit shop web application using the mern stack
• 4. exercise tracker web application using the mern stack
• 5. instagram clone web application using the mern stack
• 6. music player web application using mern stack
• 7. mern stack chat appilication with translation
• 8. course-selling web application using the mern stack
• 9. e-commerce web application based on mern software
• 10. support desk web application using the mern stack

Android Projects

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

Blockchain Projects

• 1. blockchain-based e-voting system using flask and python
• 2. a blockchain-powered secure framework for organic agriculture
• 3. attendance tracker system java mysql java project
• 4. microservice-based banking application spring boot reactjs mysql cloud 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. library management system
• 2. rose plant disease prediction using convolution neural network algorithm
• 3. virtual health assist ai powered symptom checker and healthcare assistant final year engineering projects in bangalore
• 4. intelligent vehicle damage assessment and cost estimator insurance
• 5. online shopping e-commerce java jsp mysql java project
• 6. ensemble of pneumonia detection using machin learning
• 7. sentiment analysis of deepfake tweets detecting emotional trends and misinformation best final year engineering projects in bangalore
• 8. erythrocyte classification using machine learning algorithm
• 9. financial fraud detection with machine learning advanced ai for risk prevention
• 10. automated attendance system using facial recognition

BCA Projects

• 1. data visualization system java swing mysql java project
• 2. secure image steganography with captcha authentication for hidden text protection
• 3. improved slm for papr reduction in ofdm system
• 4. a chatbot that offers mental health support coping strategies and resources for individuals dealing with stress anxiety or depression
• 5. automated classification of cervical cancer using machine learning techniques
• 6. spring boot-based hospital management system for efficient healthcare operations
• 7. implementation of recognition model for ancient kannada epigraphs using image processing
• 8. machine learning techniques for chronic kidney disease risk prediction
• 9. false-positive-free gsvd-based image watermarking for copyright protection
• 10. online resume builder java html css javascript java project

MCA Projects

• 1. automated attendance system using facial recognition
• 2. handloom design generation using generative networks
• 3. deep learning approach for human stress detection using haar cascade
• 4. online examination system
• 5. supermarket billing system java swing mysql java project
• 6. customer support chat bot using natural language processing
• 7. disease prognosticator detection and classification with convolution neural networks
• 8. classification and counting of mycobacterium tuberculosis from sputum microscopic image using fuzzy logic
• 9. ai powered cybersecurity visualization global threats and defense strategies
• 10. virtual bank assistance using artificial intelligent with voice bot for better banking

Big Data Projects

AI-Enabled Embedded IoT Projects

• 1. ai-based loose screw detection in truck assembly line for quality control
• 2. smart drought detection system using satellite data and real-time ai weather analysis
• 3. smart flood detection and alert system using ml and handheld devices
• 4. ai smart hiking band with esp32, gps, heart rate monitoring & emergency alerts
• 5. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture
• 6. agriculture hydroponic water quality monitoring and crop suggestion system using machine learning
• 7. medical patient monitoring system with real-time web dashboard with ml
• 8. real time vital sign monitoring using ai enabled wearables
• 9. iot-based fruit sweetness prediction system using machine learning & flask using spectral sensor
• 10. smart flood alert system for real-time early warnings using handheld devices

Free Final Year Projects