I tried implementing Multi-model asynchronous sample of Face Detection + Emotion Detection in Python. (+ MultiStick)
Movie playback and reasoning are executed completely asynchronously, so if you move the camera quickly, the frame will shift greatly.
The MultiStick function is being verified for stability improvement.
Hi @Katsuya. Very interesting project. I'm thinking about how to use async and multiprocess to increase the FPS and will definitely take a look on how you do it. How many batches you use in your model ? I was thinking might be increase number of batches can help but for resnet50, t(batch=4) is very close to 4*t(batch).