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kinderneutron / kinderneutron-DlModelLc

GNU General Public License v3.0
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Model Overfit Issue #7

Open kinderasteroid opened 3 months ago

kinderasteroid commented 3 months ago

Bug title Model Overfit Issue

Describe the bug Model is Tested and is been seen that this overfits for Certain Place.This issue happens due to incorrect tuning in parameter

Expected behavior This should have Detected only Person when he is present in focus of camera but it even shows detected in empty area as well

Screenshots (If applicable) N/A

Additional context

Requires fine tuning

varshavshetty commented 3 months ago

@kinderasteroid Now what we can do?

kinderasteroid commented 3 months ago

@varshavshetty Today I have Too much work actually. I have to Set up Relay on IOT. Should Filter what Tables we will actually work on this project as well as API building Stuff i have to plan. I will try my best to fine-tune . If you are free you can proceed and thing is We get accurate result when we use cv.imshow() function and not in matplotlib.imshow(). Because matplotlib.imshow() uses frame of video something.

if possible can you brief me what is the error when you use cv.imshow() function?

varshavshetty commented 3 months ago

@kinderasteroid ok sure ...once I go back to pg I will inform u

kinderasteroid commented 3 months ago

@varshavshetty in the evening?

varshavshetty commented 3 months ago

@kinderasteroid error=Traceback (most recent call last): File "c:\PROJECT\kinderneutron-DlModelLc\DL_MODEL\person1.py", line 93, in cv2.imshow("Room Monitoring",frame) cv2.error: OpenCV(4.9.0) D:\a\opencv-python\opencv-python\opencv\modules\highgui\src\window.cpp:1272: error: (-2:Unspecified error) The function is not implemented. Rebuild the library with Windows, GTK+ 2.x or Cocoa support. If you are on Ubuntu or Debian, install libgtk2.0-dev and pkg-config, then re-run cmake or configure script in function 'cvShowImage'