Quick fix by Jordan of this repository by Suman Kumar Jha, as described by an issue opened by Jordan on same repository.
Steps taken to fix issues:
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Modified config.json, to include "backend":"Full Yolo" in model object. (This was missing from the original config.json in main repository, and lead to a run-time error.)
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To remove full_yolo_backend error that appeared at run time out of the box, I downloaded full_yolo_backend.h5 from another repository to directory of this downloaded repository.
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Successfully ran code on this random pic with potholes that I took from google.
Test data from said random pic with potholes: