About This workshop
This immersive workshop delves into the exciting world of TinyML, focusing specifically on implementing computer vision solutions at the very edge of industrial networks. Participants will gain practical experience designing, training, and deploying lightweight machine learning models onto resource-constrained microcontrollers and single-board computers, crucial for real-time applications in smart manufacturing environments. We will cover topics from dataset preparation and model quantization to optimizing inference on platforms like ESP32 or Raspberry Pi, enabling predictive maintenance, anomaly detection, and automated quality inspection right on the factory floor. Join us to transform your understanding of edge AI and build innovative solutions for Industry 4.0. This hands-on session is perfect for engineers, developers, and data scientists looking to expand their skills in practical embedded AI.
