Engineering note / Embedded vision
From camera data
to displayed detections.
ESP32-S3 integration work connecting camera communication and detection output on an embedded display.
Project scope
The work involved an embedded vision pipeline on ESP32-S3, integrating an ESP-CAM module through UART and rendering object-detection output on an SPI-connected TFT display.
Integration responsibilities
- Camera-module communication over UART.
- Handling information within the ESP32-S3 pipeline.
- Rendering detection output on the TFT interface.
Details that matter in a new engagement
The camera, controller, inference location, model, and display must be specified for the target implementation. Frame rate and accuracy should be measured on that implementation; no benchmark is claimed by this engineering note.
For a similar project, send the board details, interface documentation, available firmware, and the output you need to display.