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python-3.xtensorflowcomputer-visionyolofaster-rcnn

Implement Faster Rcnn from scratch

I want to build my own Faster-RCNN model from scratch for multi-object detection from image data.

Can somebody please refer me good sources to step by step approach to implement faster-RCNN?

Which one will be good YOLO or faster-RCNN in terms of accuracy and execution time?

Solution

  • If you are in computer vision go through https://www.pyimagesearch.com/ guy named Adrian has great work over there

    Instead of starting from scratch use pre-build model as base model afterward you can go for implementation of your own intermediate layer

    The architecture of faster RCNN

    https://medium.com/@smallfishbigsea/faster-r-cnn-explained-864d4fb7e3f8

    Actual implementation source -1

    Actual implementation source-2