Edge Impulse

ML development platform for deploying AI models on embedded devices

IoT & Edge AIFreemium

Edge Impulse is a machine learning development platform that enables engineers to build, test, and deploy AI models directly onto microcontrollers, embedded processors, and IoT devices with limited compute resources. Its platform handles signal processing, model training, quantization for size-constrained hardware, and deployment to 75+ embedded target devices — making it accessible to firmware engineers without deep ML expertise. Edge Impulse is used for predictive maintenance (vibration anomaly detection), gesture recognition, audio keyword detection, and visual inspection on devices as small as Arduino Nano.

Key Features

• ✓Embedded ML deployment
• ✓75+ devices supported
• ✓Model quantization
• ✓Signal processing
• ✓Arduino/Raspberry Pi
• ✓Visual inspection