brahimmade / object-logo-detection Goto Github PK

Imp Files Modified in Yolov4 + deepsort

• INFO.md: contains all the referenced and info about he model used for Yolov4 and deep sort
• object_tracker.py : Implements yolov4 + deepsort and stores the segmented image of each object in a folder
• algoa.py : Implements yolov4 + deepsort + DeepLogo for realtime detection according to the algo A as given in algo.md files
  • Outputs a Dict contains object , their ids and detected logo
• algob.py : Implements yolov4 + deepsort + DeepLogo for realtime detection according to the algo B given in the algo.md files
  • Ouputs a dict containing object , their ids and detected logo

Imp Files in Deep Logo

• single_inf.py: contains all the function that is used with the object tracker files to detect logo .. (Stands for single inference!)
• annotations/: contains the dataset info (train,test classes distribution).Also has a parser to read through the annotation files
• imgs/: contains the custom dataset for testing the model
• MODEL-PERFORMARMANCE.md : Contains the info about the testing process of the model and about the results
• Testing Process and Notebook Demonstrating Working of Logo Detection
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• algoa-tech

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• algob-tech