Mini Project Ideas for College Students in Kolkata

Popular Projects

Python Projects:-

• 1. sign language gesture and sentence recognition and translation (indian sign language)
• 2. voice-to-sql query generator using nlp for effortless database interaction
• 3. identification of mature level and count of nutmeg using color space segmentation algorithm
• 4. real time color detection system using python and opencv
• 5. real-time stress detection system using iot and machine learning
• 6. intelligent vehicle damage assessment and cost estimator insurance
• 7. bmnet deepfake detection model with bilstm and multi head attention
• 8. smart parking system with real-time booking application
• 9. operator fatigue detection system using yolov8 and mediapipe | real-time operator state monitoring
• 10. revolutionizing osteoarthritis detection with deep learning ai powered diagnosis prediction free python projects with source code online

Web Application:-

• 1. ai powered dengue outbreak prediction system
• 2. ai powered acoustic event detection for crop protection using bird sound recognition
• 3. ai-powered financial fraud detection system real time anomaly detection
• 4. automated machine learning (automl) training pipeline for intelligent model selection and deployment
• 5. ai powered air quality index tracker with python flask and machine learning
• 6. news aggregator using cloud api cloud computing java project
• 7. online tourism management system java mysql java project
• 8. bone tumour detection system
• 9. on-screen monitoring system using federated learning and machine learning
• 10. smart canteen solutions automating food services with iot & ai

Machine Learning:-

• 1. alzheimer disease detection
• 2. ai-driven deep learning approach for diagnosing diabetic retinopathy
• 3. harnessing deep learning for accurate plant leaf disease detection and management a revolutionary approach in precision agriculture
• 4. prediction of underwater surface target through using machine learning
• 5. rainfall prediction using machine learning
• 6. hand gesture recognition and voice conversion system using deep learning
• 7. automated machine learning (automl) training pipeline for intelligent model selection and deployment
• 8. maternal health risk prediction and intelligent pregnancy assistant system using machine learning
• 9. ai powered air quality index tracker with python flask and machine learning
• 10. automated detection of cervical lesions in microscopic images using region based segmentation techniques

Embedded Projects:-

• 1. automatic water tap using ir sensor
• 2. smart agriculture crop monitoring system using stm32
• 3. geofencing-enabled v2i system for smart emergency vehicle traffic management
• 4. line follower and obstacle avoiding cleaning robot
• 5. wearable smart shoe technology for health and fitness monitoring with bluetooth android app
• 6. water quality monitoring system using iot for real-time smart water management
• 7. precision agriculture an iot and machine learning approach for smart crop monitoring and prediction
• 8. fire detection by using iot
• 9. water quality monitoring system using iot and machine learning
• 10. iot based borewell rescue mechanism with real time monitoring using esp32

IoT Projects:-

• 1. water quality monitoring system based on iot and android app
• 2. voice controlled robot using bluetooth and android smartphone
• 3. ai crop recommendation by using llm with help of chatbot
• 4. a blockchain-powered secure framework for organic agriculture
• 5. smart car parking management system
• 6. real time robotic hand replication using sensor gloves
• 7. air quality monitoring robot
• 8. arduino-based automatic fire protection system with fire detection
• 9. monitoring and detection of ammonia and carbon dioxide in poultry farming
• 10. smart agricultural robot with iot-based automation for efficient farming

Raspberry Pi Projects:-

• 1. eyeball movement based computer cursor control using raspberry pi and opencv
• 2. ai chatbot with voice sensor for smart customer service kiosk using raspberry pi
• 3. women safety and health monitoring device using iot
• 4. crowd density detection using ai real-time smart surveillance system
• 5. ai-powered smart blind stick with object detection, gps & voice support
• 6. iot android app controlled based pole climbing robot
• 7. smart ai blind stick using raspberry pi and object recognition with voice feedback
• 8. hiding text in image using steganography with captcha authentication
• 9. offline voice assistant using raspberry pi
• 10. an intelligent voice-enabled ai chatbot system using natural language processing on raspberry pi

Java Projects:-

• 1. flight booking system java html css javascript mysql java project
• 2. spring boot-based hospital management system for efficient healthcare operations
• 3. network monitoring system java project
• 4. file sharing system with google drive api cloud computing java project
• 5. cloud-enabled complaint tracker cloud computing java project
• 6. fake product identification system
• 7. developing an online banking application with spring boot reactjs and mysql
• 8. secure electronic voting using blockchain
• 9. ride sharing application java spring boot react js mysql java project
• 10. complete blood bank management system java spring boot react mysql

Electrical Projects:-

• 1. self power generation in electric vehicles using driving wheel power electronics projects for mtech
• 2. top-down mixed-signal design methodology with analog hdl and mixed-signal simulator power system projects mtech
• 3. fuzzy logic control for quadratic boost converter design and performance analysis electrical projects for final year projects
• 4. analysis and design of high gain switched capacitor z-source converter
• 5. a new multi-output dc-dc converter for electric vehicle applications using ann control
• 6. real time battery health and charge monitoring system using machine learning
• 7. high performance 7 level single phase inverter with symmetric switched-capacitor and minimal switches
• 8. design and simulation of a nine-level multilevel inverter using nearest level control technique
• 9. ai based solar powered charging system using resonant lcc boost converter
• 10. design of multilevel inverter with asymmetrical voltage sources with reduced number of switches

Image Processing:-

• 1. ai-based garbage detection using yolo object detection for smart waste management
• 2. ai-powered virtual try-on system using computer vision and real-time pose estimation
• 3. brain tumour detection and classification with various state analysis using deep learning algorithm
• 4. multiresolution edge detection using particle swarm optimization
• 5. the use of vocal biomarkers from research to clinical practice
• 6. graphology-based personality assessment using random forest and cnn with hybrid feature fusion
• 7. braille to text and voice conversion using convolutional neural network
• 8. human machine collaboration for improved brain computer interface
• 9. video and audio deepfake detection using deep learning
• 10. covid-19 detection using transfer learning

AI Projects:-

• 1. covid-19 detection using transfer learning
• 2. cross domain plant leaf disease detection using deep learning best python projects
• 3. ai based architectural image captioning system for blind students
• 4. face recognition attendance system with opencv ai-based attendance tracker
• 5. automated bone fracture detection using convolutional neural networks
• 6. insect pest image detection and recognition based on deep learning algorithm
• 7. bitcoin price prediction using lstm and multioutput regression models with flask
• 8. ai-powered blood pressure state classification system
• 9. ai voice chatbot with natural conversation
• 10. ai-based cosmetic recommendation system based on skin conditions

Data Mining:-

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

Cloud Computing:-

• 1. email spam deduction system using java
• 2. developing an online banking application with spring boot reactjs and mysql
• 3. news aggregator using cloud api cloud computing java project
• 4. spring boot-based hospital management system for efficient healthcare operations
• 5. voice command app with cloud functions cloud computing java project
• 6. cloud-enabled complaint tracker cloud computing java project
• 7. real-time sports score board cloud computing java project
• 8. file sharing system with google drive api cloud computing java project
• 9. microservice-based banking application spring boot reactjs mysql cloud project
• 10. network monitoring system java project

VLSI Projects:-

MERN Projects:-

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

Android Projects:-

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

Blockchain Projects:-

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

Mini Projects:-

• 1. daily expense tracker system
• 2. harnessing deep learning for accurate plant leaf disease detection and management a revolutionary approach in precision agriculture
• 3. ride sharing application java spring boot react js mysql java project
• 4. secured communication of text and audio using image steganography
• 5. crop recommendation using machine learning algorithms with flask web applications
• 6. helmet and number plate detection and recognition using yolo model
• 7. aerial surveillance using satellite images using machine learning
• 8. crop prediction using machine learning
• 9. virtual bank assistance using artificial intelligent with voice bot for better banking
• 10. hospital management system web application using mern stack

BCA Projects:-

• 1. financial fraud detection with machine learning advanced ai for risk prevention
• 2. home service management system
• 3. key generation for zero steganography using dna sequences
• 4. course-selling web application using the mern stack
• 5. key generation for zero steganography using dna sequences
• 6. gan-based image super-resolution with a novel quality loss
• 7. classification of soil images using convolution neural networks
• 8. blockchain-based e-voting system using flask and python
• 9. key generation for zero steganography using dna sequences
• 10. content based image retrieval using convolutional neural network

MCA Projects:-

• 1. virtual health assist ai powered symptom checker and healthcare assistant final year engineering projects in bangalore
• 2. travel ease you all in one transportation booking companion application
• 3. robust voice recognition system for identifying original and duplicate voice sampl
• 4. real time object detection for adas autonomous driving assistance system
• 5. estimation of water volume based on external image features of tender coconut
• 6. deep learning model for low light image enhancement for pre processing
• 7. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 8. online shopping e-commerce java jsp mysql java project
• 9. deep learning approach for human stress detection using haar cascade
• 10. ai-driven waste sorting enhancing recycling efficiency with convolutional neural networks

Big Data Projects:-

AI-Enabled Embedded IoT Projects:-

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

Free Final Year Projects :-

• 1. test product for meta review