could not open port 'COM2': FileNotFoundError(2, 'The system cannot find the file specified.', None, 2) about adaptive-led-matrix-highbeams

[canozcivelek]

Hi, as stated in the acknowledgements section, Chris’ tutorials are to the point, easy to follow. You can start there, good luck!

[canozcivelek]

Hi, it looks like the code is looking for a serial connection which doesn't currently exist. That part of the code is to establish serial communication with Arduino. Comment out all the lines that look for a serial connection until you actually connect your Arduino to your PC.

Good luck!

[qqaadir]

@canozcivelek, As suggested, I have commented that part of the code out and it works fine now. I do have to troubleshoot a lot for different packages install errors especially tensorflow object detection module. I was wondering why do I have many false positives on my own dataset? Is this expected as pretrained model used here comes from another dataset? If yes, could you please suggest on how do I create my own trained file on my own dataset?
Thanks very much for taking time to reply my query.

[canozcivelek]

Hi, glad the problem is solved. As stated in the readme section, the dataset and pretrained model is not on a production level so it is perfectly normal that it doesn’t work properly on your data. I suggest you to follow some instructions on creating your own custom object detection model for better results on your own set of examples.

[qqaadir]

@canozcivelek, Could you please refer me to such instructions/articles/papers/github pages, I have been looking for a while now. As a beginner, I am not sure where to start. Your page is quite relevant to my aims. I also have night time driving data and would like to create my own object detection model to turn beam light ON/OFF. I appreciate your suggestions.

[qqaadir]

@canozcivelek Thank you very much.