Hello,
I am trying to use Yolov4 for Traffic lIght detection, I am using around 5000 images for training.
I am getting avg loss of around 0.23, it was continuous decrease but mAP I am getting is between 57% - 62%.
mAP is not increasing above this value.
At 2000 iterations I got mAP of 62% and loss around 0.6. Further training to 8000 iterations loss decreased to 0.23 but mAP is still struck between 57% - 62%.
Could anyone please suggest if it is the problem of Overfitting?
And how could I tackle it to get more mAP.
Thanks in advance…