The Huidu WF1 LED panel controller uses an ESP32-S2, and can easily be programmed with ESPHome. The USB-A connector is wired up to the USB pins to read a flash drive in the original design, but can be used to program it from a PC using either a USB-A-A cable, or a USB-A to C cable in reverse (connecting back to your computer's USB-C port). The two pads to the left of the microUSB connector are GPIO0, and can be shorted to enter the bootloader.
I unfortunately purchased an "8 scan" LED panel from (https://www.aliexpress.us/item/1005003238025086.html) which was not immediately supported by TillFleisch's Hub75 wrapper. I managed to get it working, by modifying TillFleisch's wrapper to support a VirtualMatrixPanel, and a coordinate rewriting layer. My code (including a WF1.yaml example configuration) is available here: https://github.com/RoganDawes/ESPHome-HUB75-MatrixDisplayWrapper
Note that the panel was at brightness level 3 (out of 255) when taking this photo!