In this video, we introduce Gowin's GoAI 2.0 machine learning and inference solution, demonstrating its use for digit classification on GoAI 2.0 development boards. This setup accepts camera input, which can capture handwritten or machine-typed digits (0-9). The camera feeds the image into a buffer, from which it is processed by an ARM Cortex processor and then loaded into the GoAI 2.0 machine learning coprocessor. The coprocessor, preloaded with a trained model, classifies the digits and outputs results through GPIOs that can control LEDs and display text overlays on HDMI output. Watch to see edge-based processing in action, showcasing real-time classification directly on embedded devices. For more details, visit www.gowinsemi.com or contact info@gowinsemi.com.