Dog face detection with dlib - need advice on improving recal
问题 I'm trying to train a dog face detector with dlib's hog pyramid detector. I used Columbia dogs dataset: ftp://ftp.umiacs.umd.edu/pub/kanazawa/CU_Dogs.zip At first I would get a recall of 0%, but by increasing C value I managed to increase it to 62% on training set and 53% on testing set. After certain point increasing C value stopped helping (1000+) and would only slow down training. Precision is really high though, if it actually manages to find dog's face it's always correct, haven't seen