Need help with anti-drowning system setup

  • Project Type: YOLOv11 Object Classification - Drowning, Swimming, Out of water
  • Operating System & Browser: Windows 11 / Opera GX
  • Project Universe Link or Workspace/Project ID: splashsafe-anti-drowning-system

hi! this is my hardware

  • esp32-s3-wroom connected to a buzzer
  • tapo c200c cctv camera

and software so far

  • arduino ide
  • pycharm

im currently using websockets and roboflow inference from the pycharm to send data to my edge device, im printing the predictions on the cli and sending it to my esp32 when a certain length of the predictions is met, i’m only testing it first on a face project, if face is detected for 2s then it will send face-detected on esp32 then activate the buzzer, but still i cannot figure it out.

i would also like to know if its possible to entirely put all the api’s and code directly on esp32 and just run rtsp + inference there

my main goal is connecting my tapo c200c to rtsp, then use it on the roboflow inference as video-reference then print the predictions, send the predictions to esp32, alert the buzzer if certain threshold, then off after 10 seconds or so