Skip to main content

Deep learning by Yolo Darknet vs HAAR and LBP cascades in people detection

I just performed people detection by Yolo model in Opencv 4 DNN module. I analyzed my old dataset, which was used for the same task performed by Haar, LBP as well. 

I will let the evaluation on your visual feeling. Let me know if there is an application out there building on HAAR, LBP. I think that even the cameras head focus/tracking systems are no more based on HAARs. Your comments are welcomed on facebook. 

YOLO DARKNET (CPU performance) people detection in opencv 4 

300 ms per image- width=316 --height=510 --scale=0.00392


LBP based detectMultiscale 


HAAR based detectMultiscale 


HAAR based detectMultiscale



Comments

Post a Comment