How to use inference over multiple frames with multiple models?

Unity Engine
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1

Hi there,

Could you please guide me on how I should be using inference of multiple frames if I am using more than one model for a webcam input? Would I need to use multiple k_LayersPerFrame variables as presented in Split Inference over multiple frames guide?

Thanks.

2

Yes. You need to decide over how many frames you want to run the model, and compute how many layers per frame. The script from DepthEstimationSample uses a webcam and the model is scheduled over multiple frames.

3

Hi @montplaisir thanks for responding but I already know how to run it for a single model. My question was regarding splitting inference over multiple frames for more than one model.

4

Create one Worker for every model, and call ScheduleIterable on each worker. If you want to run all models over the same number of frames it should be a small change from running inference for a single model.