I want to detect and recognition Waste (plastic, glass, paper) with JeVois camera with DNN

Question

I saw this project and question :

http://jevois.org/qa/index.php?qa=2681&qa_1=custom-train-mobilenet-object-detection-framework-dataset&show=2685#a2685

But i need detailed instructions, I can not create pbtxt file, I can create only  .txt, and .pb file with insctruction on this sites :
http://jevois.org/tutorials/UserTensorFlowTraining.html
https://codelabs.developers.google.com/codelabs/tensorflow-for-poets/#0

I need to detect (x,y) and recognize some trash(waste) like plastic and glass, paper.
Can you help me please ? How to create network, where to save it, detailed instruction.
I believe it will be useful to many people.

Answer 1

to detect (localize) and then recognize is more complex. You can try a custom version of YOLO.

I heard that AlexeyAB has the best tutorials on how to train a custom tiny-YOLO:

https://github.com/AlexeyAB/darknet#how-to-train-tiny-yolo-to-detect-your-custom-objects

https://github.com/pjreddie/darknet/issues/597

Comments

Ok, I try it - there is also video tutorial of this site.
https://www.youtube.com/watch?v=7PX_H00V6RA