Raspberry Pi AI & Embedded System Final Year Projects 2026 — IEEE Projects for BE, BTech, MTech CSE & ECE Students Bangalore
The Raspberry Pi is the world's most versatile single-board computer for raspberry pi AI projects, raspberry pi for AI projects, raspberry pi machine learning projects, raspberry pi computer vision projects, raspberry pi deep learning projects and raspberry pi edge AI projects in 2025–2026. With the new Raspberry Pi AI Kit and Raspberry Pi AI HAT+ featuring the Hailo-8L NPU (13 TOPS), students can now run raspberry pi real-time AI projects — including YOLOv8-based raspberry pi object detection projects at 30 FPS, raspberry pi face recognition projects, raspberry pi image classification projects, raspberry pi gesture recognition projects and raspberry pi emotion detection projects — all running locally on the Pi without a GPU server. At ProjectsatBangalore, we deliver 50+ IEEE 2025–2026 raspberry pi final year projects for BE, BTech and MTech CSE and ECE students in Bangalore — including raspberry pi projects for ECE, raspberry pi projects for CSE and raspberry pi projects for MCA — covering raspberry pi IoT AI projects, raspberry pi robotics projects, raspberry pi autonomous robot projects, raspberry pi healthcare AI projects, raspberry pi agriculture AI projects, raspberry pi surveillance projects, raspberry pi security camera projects, raspberry pi attendance system projects, raspberry pi license plate recognition projects, raspberry pi traffic monitoring projects, raspberry pi smart parking projects, raspberry pi drone projects, raspberry pi home automation projects, raspberry pi industrial automation projects, raspberry pi speech recognition projects, raspberry pi voice assistant projects, raspberry pi smart mirror projects, raspberry pi chatbot projects, raspberry pi LLM projects and raspberry pi research projects. Every project includes IEEE Xplore 2025–2026 base paper, complete Python source code, OpenCV & TensorFlow Lite files, circuit diagram, university-format report for VTU / Anna University / Bangalore University, PPT and viva Q&A support.
Raspberry Pi AI & Embedded Project Domains
- raspberry pi computer vision projects & raspberry pi OpenCV projects
- raspberry pi machine learning projects & raspberry pi deep learning projects
- raspberry pi edge AI projects with Raspberry Pi AI HAT+ / AI Kit
- raspberry pi object detection projects using YOLOv8 / YOLOv9
- raspberry pi face recognition projects & raspberry pi facial recognition projects
- raspberry pi image classification projects with TensorFlow Lite
- raspberry pi gesture recognition projects using MediaPipe
- raspberry pi emotion detection projects & raspberry pi attendance system projects
- raspberry pi speech recognition projects & raspberry pi voice assistant projects
- raspberry pi chatbot projects & raspberry pi LLM projects
- raspberry pi smart mirror projects & raspberry pi home automation projects
- raspberry pi surveillance projects & raspberry pi security camera projects
- raspberry pi license plate recognition projects & raspberry pi traffic monitoring projects
- raspberry pi autonomous robot projects & raspberry pi drone projects
- raspberry pi IoT AI projects & raspberry pi sensor projects
- raspberry pi healthcare AI projects & raspberry pi agriculture AI projects
- raspberry pi industrial automation projects & raspberry pi smart parking projects
- raspberry pi embedded AI projects & raspberry pi camera projects
- raspberry pi mini projects, raspberry pi major projects & raspberry pi research projects
- raspberry pi projects for ECE, CSE, MCA, BE, BTech & MTech students
Raspberry Pi Project Lab — Bangalore
Our lab hardware, working raspberry pi AI projects, raspberry pi camera projects and raspberry pi sensor projects demonstrated live for students in Bangalore.
Hardware & Software Platforms for Raspberry Pi AI Projects
All boards, AI accelerators, cameras, sensors, frameworks, protocols and cloud platforms used across our 50+ IEEE 2026 raspberry pi final year projects — covering raspberry pi OpenCV projects, raspberry pi TensorFlow Lite projects, raspberry pi PyTorch projects, raspberry pi MQTT projects, raspberry pi Firebase projects, raspberry pi AWS IoT projects, raspberry pi ROS2 projects and raspberry pi LLM projects.
Key Hardware Components in Raspberry Pi Projects
All raspberry pi camera projects, raspberry pi sensor projects and raspberry pi automation projects use these tested hardware components — sourced, tested and available in our Bangalore lab for raspberry pi projects for engineering students.
50+ IEEE Raspberry Pi Project Topics 2025–2026
All raspberry pi projects with source code listed below are available as IEEE 2025–2026 final year projects for BE, BTech and MTech CSE and ECE students in Bangalore — including raspberry pi mini projects, raspberry pi major projects and raspberry pi research projects. Every topic includes Python code, circuit diagram, university report, PPT and viva Q&A.
| # | IEEE Raspberry Pi Computer Vision Project Title | Hardware Used | Software / Tools |
|---|---|---|---|
| 01 | Real-Time Face Recognition & Identification System Using Deep Learning on Raspberry Pi | RPi 4B · Camera v3 · LCD | Python · OpenCV · face_recognition · dlib |
| 02 | YOLOv8-Based Multi-Object Detection and Tracking on Raspberry Pi AI HAT+ | RPi 5 · AI HAT+ (Hailo-8L) · Camera | Python · YOLOv8 · OpenCV · Hailo SDK |
| 03 | Raspberry Pi License Plate Recognition System for Smart Parking Automation | RPi 4B · Camera v3 · Relay · LCD | Python · OpenCV · Tesseract OCR · Firebase |
| 04 | Real-Time Facial Emotion Detection Using CNN on Raspberry Pi with Alert System | RPi 4B · USB Webcam · Buzzer | Python · TensorFlow Lite · OpenCV · FER2013 |
| 05 | Smart Attendance System Using Face Recognition and RFID on Raspberry Pi | RPi 4B · Camera v3 · RFID RC522 · LCD | Python · OpenCV · face_recognition · MySQL |
| 06 | Visual Surveillance with Motion Detection and Cloud Alert on Raspberry Pi | RPi 4B · Camera · PIR · Relay | Python · OpenCV · Absolute Difference · Firebase |
| 07 | Traffic Monitoring and Vehicle Counting System Using Raspberry Pi Camera | RPi 4B · Camera v3 · LCD Display | Python · OpenCV · YOLOv8 · Flask Dashboard |
| 08 | Hand Gesture Recognition System for Wheelchair Control Using Raspberry Pi | RPi 4B · Camera · Motor Driver · Servo | Python · MediaPipe · OpenCV · GPIO |
| # | IEEE Raspberry Pi Machine Learning Project Title | Hardware Used | Software / Tools |
|---|---|---|---|
| 09 | Predictive Maintenance for Industrial Equipment Using ML on Raspberry Pi | RPi 4B · Vibration Sensor · Temp Sensor | Python · Scikit-Learn · MQTT · Grafana |
| 10 | Anomaly Detection in Industrial Sensor Data Using Isolation Forest on RPi | RPi 4B · Current Sensor · DHT22 | Python · Scikit-Learn · Pandas · Node-RED |
| 11 | Plant Disease Classification Using Scikit-Learn and Raspberry Pi Camera | RPi 4B · Camera v3 · LCD Display | Python · Scikit-Learn · OpenCV · Firebase |
| 12 | Smart Energy Consumption Prediction Using ML on Raspberry Pi with Cloud Dashboard | RPi 4B · Power Monitor · Wi-Fi | Python · Scikit-Learn · MQTT · ThingSpeak |
| 13 | Soil Quality Analysis and Crop Recommendation Using ML on Raspberry Pi | RPi 4B · pH Sensor · Moisture Sensor · GPS | Python · Random Forest · Flask API · Firebase |
| # | IEEE Raspberry Pi Deep Learning Project Title | Hardware Used | Software / Tools |
|---|---|---|---|
| 14 | CNN-Based Medical Image Classification on Raspberry Pi for Skin Disease Detection | RPi 4B · Camera Module · 7" LCD | Python · TensorFlow Lite · MobileNetV2 · OpenCV |
| 15 | Fruit Quality Grading Using Deep CNN on Raspberry Pi for Smart Agriculture | RPi 4B · Camera v3 · Conveyor Kit | Python · TensorFlow Lite · EfficientNet · Firebase |
| 16 | Driver Drowsiness Detection Using CNN and Dlib on Raspberry Pi with Alert | RPi 4B · USB Webcam · Buzzer · GSM | Python · OpenCV · dlib · TensorFlow Lite |
| 17 | Sign Language Recognition Using LSTM and MediaPipe on Raspberry Pi | RPi 4B · Camera Module · LCD Display | Python · MediaPipe · TensorFlow Lite LSTM |
| 18 | Waste Segregation Robot Using Deep Learning Classification on Raspberry Pi | RPi 4B · Camera · Servo Motor · Relay | Python · MobileNetV2 · TensorFlow Lite · GPIO |
| # | IEEE Raspberry Pi Edge AI Project Title | Hardware Used | Software / Tools |
|---|---|---|---|
| 19 | Real-Time YOLOv8 Object Detection at 30 FPS Using Raspberry Pi AI HAT+ (Hailo-8L) | RPi 5 · AI HAT+ · Camera v3 | Python · YOLOv8 · Hailo SDK · OpenCV |
| 20 | On-Device Face Recognition Door Lock Using Raspberry Pi AI Kit Without Cloud | RPi 4B · AI Kit · Camera · Relay · Solenoid | Python · face_recognition · Hailo · GPIO |
| 21 | TensorFlow Lite Pose Estimation for Physical Therapy Feedback on Raspberry Pi 5 | RPi 5 · AI HAT+ · Camera v3 · HDMI Display | Python · TFLite · MoveNet · MediaPipe |
| 22 | Federated Learning Across Raspberry Pi Cluster for Distributed Image Classification | RPi 4B ×3 · Switch · Camera × 3 | Python · TensorFlow Federated · Flower FL · MQTT |
| 23 | Real-Time Defect Detection on Production Line Using Edge AI on Raspberry Pi AI HAT | RPi 5 · AI HAT+ · Camera · Conveyor | Python · YOLOv8 · Hailo SDK · PLC Interface |
| # | IEEE Raspberry Pi IoT AI Project Title | Hardware Used | Software / Tools |
|---|---|---|---|
| 24 | Smart Home Automation System with Voice Control and AI Gesture on Raspberry Pi | RPi 4B · Camera · Relay · Mic · DHT22 | Python · Vosk · MediaPipe · MQTT · Firebase |
| 25 | IoT-Based Patient Health Monitoring with AI Anomaly Alert on Raspberry Pi | RPi 4B · MAX30102 · DHT22 · GSM SIM800 | Python · MQTT · Firebase · Scikit-Learn · Blynk |
| 26 | Smart Irrigation System with AI Crop Prediction on Raspberry Pi and LoRa | RPi 4B · Soil Sensor · DHT22 · LoRa SX1278 | Python · ML · MQTT · Firebase · AWS IoT |
| 27 | Industrial Air Quality Monitoring with ML Classification on Raspberry Pi | RPi 4B · MQ-135 · MQ-2 · PMS5003 Dust | Python · MQTT · Grafana · Scikit-Learn |
| 28 | Smart Street Light Control with AI People Counting on Raspberry Pi | RPi 4B · Camera · PIR · Relay · DHT22 | Python · OpenCV · YOLOv8 · MQTT · Node-RED |
| # | IEEE Raspberry Pi Robotics Project Title | Hardware Used | Software / Tools |
|---|---|---|---|
| 29 | SLAM-Based Autonomous Navigation Robot Using Raspberry Pi and ROS2 with RPLiDAR | RPi 4B · RPLidar A2 · L298N · Encoder | ROS2 · Nav2 · Gazebo · Python · SLAM |
| 30 | Gesture-Controlled Robotic Arm Using MediaPipe and Raspberry Pi Camera | RPi 4B · Camera v3 · Servo ×6 · 3D Arm | Python · MediaPipe · OpenCV · GPIO |
| 31 | Smartphone Controlled Robot Car over Wi-Fi with Raspberry Pi and Camera Feed | RPi 4B · L298N · DC Motors · Camera | Python · Flask · OpenCV · Android App |
| 32 | Autonomous Fire-Fighting Robot with Flame Detection on Raspberry Pi | RPi 4B · Camera · Flame Sensor · Pump · L298N | Python · OpenCV · TensorFlow Lite · GPIO |
| 33 | Vision-Based Autonomous Drone Landing Using ArUco Markers on Raspberry Pi | RPi 4B · Pixhawk · Camera · GPS NEO-6M | Python · OpenCV · ArUco · MAVLink · DroneKit |
| # | IEEE Raspberry Pi Healthcare AI Project Title | Hardware Used | Software / Tools |
|---|---|---|---|
| 34 | AI-Powered Fall Detection for Elderly Using Raspberry Pi Camera and Pose Estimation | RPi 4B · Camera v3 · GSM · Buzzer | Python · MediaPipe · TFLite · MQTT · Firebase |
| 35 | Non-Contact Heart Rate and SpO2 Monitoring Using rPPG on Raspberry Pi | RPi 4B · Camera v3 · 7" LCD | Python · OpenCV · rPPG Algorithm · Flask |
| 36 | Smart Hospital Bed Exit Alert System Using AI Pose Detection on Raspberry Pi | RPi 4B · Camera · Buzzer · Relay | Python · MediaPipe · OpenCV · MQTT · Firebase |
| 37 | Diabetic Retinopathy Screening Using CNN on Raspberry Pi with Cloud Report | RPi 4B · Camera · 7" Touchscreen | Python · TensorFlow Lite · MobileNetV2 · Flask |
| 38 | Real-Time ECG Anomaly Detection Using LSTM on Raspberry Pi with Doctor Alert | RPi 4B · AD8232 ECG · GSM SIM800 | Python · TensorFlow Lite LSTM · MQTT · Firebase |
| # | IEEE Raspberry Pi Agriculture AI Project Title | Hardware Used | Software / Tools |
|---|---|---|---|
| 39 | Paddy Leaf Disease Detection Using CNN on Raspberry Pi for Precision Agriculture | RPi 4B · Camera v3 · LCD | Python · TFLite · EfficientNet · OpenCV |
| 40 | Drone-Integrated Raspberry Pi Crop Monitoring System with NDVI Analysis | RPi Zero 2W · Camera · GPS · LoRa | Python · OpenCV · NDVI · MQTT · Firebase |
| 41 | AI-Based Pest Identification System Using Raspberry Pi Camera and CNN | RPi 4B · Camera Module · Relay · Sprayer | Python · TFLite · MobileNetV2 · Flask API |
| 42 | Greenhouse Automation with AI Climate Control on Raspberry Pi and MQTT | RPi 4B · DHT22 · Soil Sensor · Relay ×4 | Python · ML · MQTT · Blynk · Node-RED |
| # | IEEE Raspberry Pi Security Project Title | Hardware Used | Software / Tools |
|---|---|---|---|
| 43 | AI Smart Doorbell with Face Recognition and Visitor Log on Raspberry Pi | RPi 4B · Camera · Relay · Doorbell · LCD | Python · face_recognition · OpenCV · Firebase |
| 44 | Raspberry Pi Smart Mirror with Face ID, News and Weather Dashboard | RPi 4B · 15" Mirror · Camera · PIR | Python · OpenCV · MagicMirror2 · MQTT · API |
| 45 | GSM and PIR-Based Advanced Antitheft Security System on Raspberry Pi | RPi 4B · PIR Sensor · GSM SIM800 · Camera | Python · OpenCV · Twilio SMS · Firebase |
| 46 | Deepfake Detection System for Video Call Authentication on Raspberry Pi | RPi 4B · Camera · 7" LCD | Python · TFLite · MesoNet · OpenCV · Flask |
| # | IEEE Raspberry Pi NLP / Voice / LLM Project Title | Hardware Used | Software / Tools |
|---|---|---|---|
| 47 | Offline Voice-Controlled Home Automation Using Vosk & Raspberry Pi | RPi 4B · Microphone · Relay ×4 · Speaker | Python · Vosk STT · pyttsx3 · GPIO · MQTT |
| 48 | Raspberry Pi Voice Assistant with Whisper Speech Recognition and Local LLM | RPi 5 · USB Mic · Speaker · 7" LCD | Python · Whisper · Ollama Llama3 · pyttsx3 |
| 49 | On-Device RAG Chatbot for College FAQ Using LLaMA 3 on Raspberry Pi 5 | RPi 5 · 7" Touchscreen · Keyboard | Python · Ollama · LangChain · FAISS · Flask |
| 50 | Multilingual Raspberry Pi Speech Translator with Real-Time Subtitles | RPi 4B · Mic · Speaker · HDMI Display | Python · Whisper · googletrans · pyttsx3 |
| # | IEEE Raspberry Pi Embedded System Project Title | Hardware Used | Software / Tools |
|---|---|---|---|
| 51 | Implementation of Embedded Web Server Using TCP/IP Protocol with Raspberry Pi | RPi 4B · DHT22 · Relay · LCD | Python · Flask · TCP/IP · Apache · GPIO |
| 52 | IoT-Based Data Processing for Automated Industrial Meter Reader on Raspberry Pi | RPi 4B · Camera · OCR Module · RS485 | Python · Tesseract OCR · MQTT · Firebase |
| 53 | Cloud-Based Smart Home Management System with Raspberry Pi Community Hierarchy | RPi 4B · Relay ×8 · DHT22 · LCD · Wi-Fi | Python · MQTT · AWS IoT · Node-RED · Flutter App |
| 54 | e-Healthcare Sensor Hub Connecting Multiple Patients to Cloud via Raspberry Pi | RPi 4B · MAX30102 · DS18B20 · GSM | Python · MQTT · AWS IoT · Firebase · Flask |
✅ All 50+ raspberry pi projects with source code include: Python / OpenCV / TF Lite source code · Circuit & wiring diagram · IEEE 2025–2026 base paper reference · University-format project report (VTU / Anna University / Bangalore University) · PPT presentation · Demo video · Viva Q&A support — available as raspberry pi mini projects, raspberry pi major projects and raspberry pi research projects.
Related Project Categories
Explore other IEEE 2025–2026 final year project domains related to raspberry pi AI projects — Python, Machine Learning, Image Processing, Deep Learning, OpenCV and more.
Frequently Asked Questions — Raspberry Pi AI Projects
Common questions about raspberry pi final year projects, raspberry pi projects for engineering students, tools, delivery and support.
Raspberry Pi Project Lab Gallery — Bangalore
Our lab in Bangalore — where raspberry pi AI projects, raspberry pi robotics projects, raspberry pi IoT AI projects and raspberry pi embedded AI projects are built, tested and demonstrated for final year students.
Raspberry Pi CSE Projects Lab
Raspberry Pi Computer Vision
Raspberry Pi AI Projects
Raspberry Pi Deep Learning Lab
Arduino / ESP32 IoT Lab
Raspberry Pi IoT AI Projects
Raspberry Pi Edge AI / ML
Raspberry Pi Healthcare AI