Speed Problem

[gaopeng-eugene]

I am running your method by using face_cascade_fullconv_fddb.py under GPU K80. The speed is quite quite slow.

Processing file 1 ... Processing image : 0 Processing image : 10 Processing image : 20 Processing image : 30 Processing image : 40 Processing image : 50 Processing image : 60 Processing image : 70 Processing image : 80 Processing image : 90 Processing image : 100 Processing image : 110 Processing image : 120 Processing image : 130 Processing image : 140 Processing image : 150 Processing image : 160 Processing image : 170 Processing image : 180 Processing image : 190 Processing image : 200 Processing image : 210 Processing image : 220 Processing image : 230 Processing image : 240 Processing image : 250 Processing image : 260 Processing image : 270 Processing image : 280 Average time spent on one image : 11.2854675207 s

Do you know the reason?

[anson0910]

Maybe you can try using face_cascade_fullconv_fddb_single_crop.py to do the detection, since it takes 1 crop instead of 10 when feedforwarding images. I think the avg. time using GTX 970 was roughly 0.4s/image.