Files
VideoPipe/nodes/infers
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Summary

  1. If the inference node works on the whole frame, let it derived from vp_primary_infer_node class.
  2. If the inference node works on the small cropped images, let it derived from vp_secondary_infer_node class.
  3. We can define multi derived classes to handle different types of dl models (detector/pose estimation/classification). Also, if they work on the same type of target AND with the same logic (for example, hava the same preprocess/postprocess), we can use a unique class to load different deep learning models (like resnet18 and resnet50).