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ESP-IDF firmware for processing YOLO11n Grove Vision AI V2 detection results on the LilyGO T-SIM7080G-S3. Visual feedback via LEDs indicates detected species.

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Grove Vision AI V2 on LilyGO T-SIM7080G-S3

ESP-IDF firmware for processing Grove Vision AI V2 detection results on the LilyGO T-SIM7080G-S3. Visual feedback via LEDs indicates detected species.

Prerequisites

  1. ESP-IDF v5.x installed and configured
  2. Grove Vision AI V2 flashed with YOLO11n model and UART1 firmware
    See gv2-esp32 for flashing instructions

Hardware Connections

UART (GV2 to LilyGO)

GV2 Socket LilyGO T-SIM7080G-S3
RXD GPIO43 (TXD)
TXD GPIO44 (RXD)
5V 5V
GND GND

LED Indicators

LED Color GPIO Detection Class
Green GPIO9 Class 0: Apis mellifera
Yellow GPIO10 Class 1/2: Vespa crabro, Vespula sp.
Red GPIO11 Class 3: Vespa velutina

Build and Flash

# Set up ESP-IDF environment
source ~/esp/esp-idf/export.sh

# Build the project
idf.py build

# Flash to device (replace PORT with your USB port)
idf.py -p /dev/cu.usbmodem* flash

# Monitor serial output
idf.py -p /dev/cu.usbmodem* monitor

Detection Classes

Class Species LED
0 Apis mellifera Green
1 Vespa crabro Yellow
2 Vespula sp. Yellow
3 Vespa velutina Red

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ESP-IDF firmware for processing YOLO11n Grove Vision AI V2 detection results on the LilyGO T-SIM7080G-S3. Visual feedback via LEDs indicates detected species.

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