PyTorch projects for beginners

Popular Projects

Python Projects:-

• 1. an ai-powered educational tutor web application
• 2. employee leave management system
• 3. ai job recommendation system
• 4. ai voice chatbot with natural conversation
• 5. detection of cyber bullying on social media using machine learning
• 6. hybrid multimodal framework for real-time deepfake video and audio detection using deep learning
• 7. online exam system secure easy web-based testing platform
• 8. ai exam proctor system using computer vision and deep learning
• 9. accurate text detection from natural scene images ai powered ocr best machine learning projects centre
• 10. cardiovascular disease prediction using retinal image deep learning project

Web Application:-

• 1. online birth certificate system
• 2. real-time iot-based pipeline leak detection and monitoring system
• 3. secure face-based authentication and message transmission using aes encryption and image steganography
• 4. smart farming system using machine learning and computer vision
• 5. fruit shop web application using the mern stack
• 6. ai-based social media sentiment analysis using machine learning
• 7. cloud-based ensemble model for diabetic progression risk prediction using azure machine learning
• 8. a unified home service platform
• 9. iris detection for eye disease using machine learning and flask web application
• 10. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn

Machine Learning:-

• 1. lung diseases prediction from x-xray and ct scanned images using deep learning algorithm
• 2. real time ai chat-bot using machine learning and flask web application
• 3. stress detection in it professionals big data using machine learning and flask web application
• 4. voice-to-sql query generator using nlp for effortless database interaction
• 5. real time video captioning using deep learning
• 6. eyeball movement based computer cursor control using raspberry pi and opencv
• 7. multilingual ai-powered mental health chatbot using nlp and deep learning
• 8. ai-powered financial fraud detection system real time anomaly detection
• 9. missing people identification system using face recognition and deep learning
• 10. operator fatigue detection system using yolov8 and mediapipe | real-time operator state monitoring

Embedded Projects:-

• 1. fingerprint-based blood group detection system using image processing and machine learning
• 2. dtmf controlled robotic vehicle
• 3. wireless ev road for vehicle charging system using dynamic wireless power transfer
• 4. voice controlled robot using bluetooth and android smartphone
• 5. automatic street light control
• 6. smart drought detection system using satellite data and real-time ai weather analysis
• 7. emg-based brain controlled electric vehicle system
• 8. automatic robotic arm control using arduino micro controller and servo motors
• 9. real time robotic hand replication using sensor gloves
• 10. head gesture movement robot using iot

IoT Projects:-

• 1. precision agriculture an iot and machine learning approach for smart crop monitoring and prediction
• 2. iot based bike accident detection system with helmet safety and real time alerts
• 3. load management for household appliances using smart energy monitoring system
• 4. real time vital sign monitoring using ai enabled wearables
• 5. geofencing-enabled v2i system for smart emergency vehicle traffic management
• 6. emg-based brain controlled electric vehicle system
• 7. real time smart irrigation with iot and machine learning
• 8. iot based antenna positioning system
• 9. iot based smart electricity energy meter and theft detection
• 10. smart flood detection and alert system using ml and handheld devices

Raspberry Pi Projects:-

• 1. smart classroom automation and attendance monitoring system using raspberry pi
• 2. ai-based fall detection system for elderly care and safety
• 3. ai chatbot with voice sensor for smart customer service kiosk using raspberry pi
• 4. smart environment monitoring system using raspberry pi with real-time whatsapp alerts
• 5. raspberry pi based plant disease prediction system using image processing techniques
• 6. real-time plant irrigation, disease, and animal detection
• 7. license plate recognition system with automatic gate control using raspberry pi
• 8. women safety and health monitoring device using iot
• 9. face recognition door lock system 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. attendance management system java swing mysql java project
• 3. voice command app with cloud functions cloud computing java project
• 4. supply chain management system java swing mysql java project
• 5. encrypted cloud storage system using aes-gcm
• 6. java based smart hr management system
• 7. secure electronic voting using blockchain
• 8. restaurant management system java swing mysql java project
• 9. online shopping e-commerce java jsp mysql java project
• 10. spring boot-based hospital management system for efficient healthcare operations

Electrical Projects:-

• 1. single phase differential boost inverter for induction motor drive design and simulation
• 2. design and implementation of a single-phase 15-level inverter with reduced components
• 3. design and analysis of fuzzy logic controlled boost converter for efficient power management power system projects
• 4. simulation of pv_wind_bess hybrid systems for dc microgrids modeling and optimization best power electronics and power system projects and projects ideas
• 5. single phase single-switch vienna rectifier for pfc battery charging applications electrical projects
• 6. a novel single-stage buck-boost transformer less inverter for 1-ϕ grid-connected solar pv systems
• 7. design and simulation of a nine-level multilevel inverter using nearest level control technique | matlab simulink
• 8. power management of hev with hybrid energy storage
• 9. simulation of hybrid battery-pv-wind-fuel cell sources integrated in dc-microgrid
• 10. pv sourced switched-capacitor boost multilevel inverter with reduced number of switches | matlab simulation

Image Processing:-

• 1. bmnet deepfake detection model with bilstm and multi head attention
• 2. an enhancement in security and copyright protection technique used for digital still image
• 3. real-time leaf disease detection using yolov5 and esp32-cam for smart agriculture
• 4. smart surveillance and alert system for weapon detection
• 5. cloud-based ensemble model for diabetic progression risk prediction using azure machine learning
• 6. secured communication of text and audio using image steganography
• 7. tulsi leaf disease detection
• 8. hand gesture recognition and voice conversion system using deep learning
• 9. real time color detection system using python and opencv
• 10. skin prick test wheal detection in 3d image via convolutional neural network

AI Projects:-

• 1. lung diseases prediction from x-xray and ct scanned images using deep learning algorithm
• 2. early parkinson detection using machine learning ai based diagnosis
• 3. ai powered cybersecurity visualization global threats and defense strategies
• 4. an integrated deep learning and machine learning approach for breast cancer detection and stage classification
• 5. advanced generative modeling for climate change forecasting and impact evaluation
• 6. real-time iot-based pipeline leak detection and monitoring system
• 7. insect pest image detection and recognition based on deep learning algorithm
• 8. revolutionizing osteoarthritis detection with deep learning ai powered diagnosis prediction free python projects with source code online
• 9. the use of vocal biomarkers from research to clinical practice
• 10. sentiment analysis of deepfake tweets detecting emotional trends and misinformation best final year engineering projects in bangalore

Data Mining:-

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

Cloud Computing:-

• 1. developing an online banking application with spring boot reactjs and mysql
• 2. encrypted cloud storage system using aes-gcm
• 3. realtime voting platform java mysql cloud project
• 4. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 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. network monitoring system java project
• 9. cloud based e-learing portal cloud computing java project
• 10. spring boot-based hospital management system for efficient healthcare operations

VLSI Projects:-

• 1. test product for meta review

MERN Projects:-

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

Android Projects:-

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

Blockchain Projects:-

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

Mini Projects:-

• 1. ride sharing application java spring boot react js mysql java project
• 2. plant leaf disease detection using flask ai powered web applications
• 3. online fresh grocery order system using python flask framework with mysql
• 4. multi-class classification of alzheimer's disease using 3dcnn features and multilayer perceptron
• 5. an automated system to limit covid-19 using facial mask detection and cnn
• 6. robust voice recognition system for identifying original and duplicate voice sampl
• 7. detecting mobile malicious webpages in real time
• 8. osteoporosis detection and classification using deep learning algorithm
• 9. eyeball movement based computer cursor control using raspberry pi and opencv
• 10. bone tumor detection using image processing ai tools

BCA Projects:-

• 1. handloom design generation using generative networks
• 2. cnn autoencoder for image compression and reconstruction of remote satellite images/ radar images
• 3. crop recommendation using machine learning algorithms with flask web applications
• 4. bone tumor detection using image processing ai tools
• 5. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 6. stress detection based on eeg signal
• 7. real time food calories estimation in fruit and vegetables using yolo model
• 8. online food ordering system java react js mysql java project
• 9. object detection and tracking using kalman filter
• 10. weather forecating system java jsp mysql java project

MCA Projects:-

• 1. harnessing deep learning for accurate plant leaf disease detection and management a revolutionary approach in precision agriculture
• 2. classification and counting of mycobacterium tuberculosis from sputum microscopic image using fuzzy logic
• 3. virtual health assist ai powered symptom checker and healthcare assistant final year engineering projects in bangalore
• 4. ai powered cybersecurity visualization global threats and defense strategies
• 5. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 6. artistic image creation using neural style transfer with gan approach
• 7. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 8. osteoporosis detection and classification using deep learning algorithm
• 9. real time mock interview evaluation using facial expressions with cnn
• 10. crop prediction using machine learning

Big Data Projects:-

AI-Enabled Embedded IoT Projects:-

• 1. ai-based loose screw detection in truck assembly line for quality control
• 2. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture
• 3. medical patient monitoring system with real-time web dashboard with ml
• 4. smart flood alert system for real-time early warnings using handheld devices
• 5. ai powered smart helmet with eye tracking and automated emergency services
• 6. automatic fault detection and clearing system in electric vehicles
• 7. smart drought detection system using satellite data and real-time ai weather analysis
• 8. smart flood detection and alert system using ml and handheld devices
• 9. fingerprint-based blood group detection system using image processing and machine learning
• 10. agriculture hydroponic water quality monitoring and crop suggestion system using machine learning

Free Final Year Projects :-