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Java Deep Learning Projects by Md. Rezaul Karim

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Step 6 – wrapping up everything and running the application

Since, up to this point, we know the overall workflow of our approach, we can now wrap up everything and see whether it really works. However, before that, let's take a look at the functionalities of different Java classes:

  • FramerGrabber_ExplorartoryAnalysis.java: This shows how to grab frames from the video clip and save each frame as a JPEG image. Besides, it also shows some exploratory properties of the video clip.
  • TinyYoloModel.java: This instantiates the Tiny YOLO model and generates the label. It also creates and marks the object with the bounding box. Nonetheless, it shows how to handle non-max suppression for more than one bounding box per object.
  • ObjectDetectorFromVideo.java ...

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