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README.md

Motion Detection Models

Model Latency

Target Input Stride Latency (ms) FPS
ESP32-S3 rgb888 1280x720 1 197.03 5.08
ESP32-S3 rgb888 1280x720 2 61.02 16.39
ESP32-S3 rgb888 640x360 1 49.37 20.26
ESP32-S3 rgb888 640x360 2 15.36 65.11
ESP32-P4 rgb888 1280x720 1 86.82 11.52
ESP32-P4 rgb888 1280x720 2 26.82 37.28
ESP32-P4 rgb888 640x360 1 21.92 45.62
ESP32-P4 rgb888 640x360 2 6.92 144.51

Note

  • The ESP32-P4 latency data above was tested on chips >= ECO5, with PSRAM frequency at 250MHz and CPU frequency at 400MHz.
  • Stride controls the spacing between detection points. A smaller stride provides more reliable detection but increases latency, while a larger stride reduces latency but may miss smaller movements. For details, see get_moving_point_number.