Teaching AI Projects

Explore industry-inspired AI projects for classroom learning, hackathons and workshops.

Foundation Edge AI, IoT and TinyML
85. Energy Consumption Anomaly Detector

Detect unusual energy usage from smart meter readings.

Foundation Edge AI, IoT and TinyML
86. Predictive Maintenance from Sensors

Predict machine failure risk from vibration, temperature, and usage readings.

Intermediate Edge AI, IoT and TinyML
87. TinyML Keyword Spotting Demo

Recognize a few spoken commands with a tiny model path.

Intermediate Edge AI, IoT and TinyML
88. Wearable Activity Recognition

Classify walking, sitting, running, or climbing from accelerometer data.

Capstone Edge AI, IoT and TinyML
89. Edge Vision Defect Detector

Run a small visual defect detector locally and compare latency.

Capstone Edge AI, IoT and TinyML
90. Smart Home Sensor Anomaly Monitor

Detect unusual home sensor patterns and create safe alerts.

Intermediate Robotics and Physical AI
91. Warehouse Robot Path Planning Simulator

Plan collision-free paths for a robot in a grid warehouse.

Intermediate Robotics and Physical AI
92. Line Following Robot Simulation

Simulate a robot that follows lanes using camera-like input.

Capstone Robotics and Physical AI
93. Gesture-Controlled Robot Interface

Map hand gestures to safe robot or device commands.

Capstone Robotics and Physical AI
94. Drone Search and Rescue Triage

Prioritize drone images likely to contain people, vehicles, or hazards.

Capstone Robotics and Physical AI
95. Vision-Language Action Toy Planner

Convert simple instructions into safe simulated robot actions.

Foundation MLOps and Data Engineering
96. Data Quality Profiler for AI Projects

Find missing values, outliers, duplicates, and leakage risks.