Two Parallel Cores: The H7's main processor is the dual-core STM32H747, including a Cortex M7 at 480MHz and a Cortex® M4 at 240MHz. The two cores communicate via a Remote Procedure Call mechanism that seamlessly allows calling functions on the other processor. Both processors share all the in-chip peripherals and can run for Arduino sketches on top of the Mbed OS, native Mbed applications, MicroPython/JavaScript via an interpreter, and TensorFlow Lite. With TensorFlow™ Lite, one core could compute a computer vision algorithm on the fly, while the other could make low-level operations like controlling a motor or acting as a user interface. Graphics Accelerator: The Portenta H7 can connect an external monitor to build a dedicated embedded computer with a user interface. This is possible thanks to the STM32H747 processor's on-chip GPU, the Chrom-ART Accelerator™. Besides the GPU, the chip includes a dedicated JPEG encoder and decoder. A Standard for Pinouts: The Portenta family adds two 80-pin high-density connectors at the bottom of the board, upgrading the board to ensure scalability for various applications. On-Board Connectivity: The onboard wireless module allows simultaneous management of Wi-Fi and BLUETOOTH® connectivity. The Wi-Fi interface can be operated as an Access Point, a Station, or a dual-mode simultaneous AP/STA and can handle up to a 65Mbps transfer rate. The Bluetooth interface supports Bluetooth Classic and BLE. Through some of the MKR-styled connectors or the for Arduino industrial 80-pin connector pair, it's also possible to expose a series of different wired interfaces like UART, SPI, Ethernet, or I2C. USB-C™ Multipurpose Connector: The board's programming connector is a USB-C port that can power the board, act as a USB Hub, connect a DisplayPort monitor, or deliver power to OTG-connected devices. APPLICA