I3D_Finetune
I3D_Finetune copied to clipboard
ACCURACY~
MY WORK UCF101 RBG-->90.1 O-F-->83.3 WHEN I TRAIN THE I3D NETWORK AT THE OPTICAL-FLOW PART, USING THE PRE TRAINED IMAGENET MODEL, 40 EPOCHES LATER, IT ACHIEVES ACC AT 83.3%. WHETHER THE HYPERPARAMETERS SHOULD BE CHANGED BEFORE I USE DIFFERENT INPUTS (MOTION & APPEARENCE) ? IF NOT, WHAT'S THE PROBABLE PROBLEM OCUURED DURING MY WORKS?
IT'S UNBELIEVABLE WHEN I USE THE SAME GPU, 1080TI, AND THE FRAME NUM SHOULD BE DECRASED TO 32. OTHERWISE, IT MINGT SHOW WARNINGS, REQUIRE MORE THAN 2.61G MEMORY TO ACHIEVE NORMAL PERFORMANCE.