wanglimin / ARTNet

Appearance-and-Relation Networks
204 stars 58 forks source link

about the new length and the num_segments #11

Open CDLCHOI opened 4 years ago

CDLCHOI commented 4 years ago

I don't understand exactly about the new_length and num_segments。

I download the "112_c3d_resnet_18_kinetics.caffemodel" and remove the FC layers。 And I use the model without FC layer to finetune UCF101 : if new_length=16, num_segments=1, the top1 got 83%; and new_length=1 , num_segments=16, the top1 only 78%;

I saw in TSNg github that :new_length=1 ,num_segment=3 may means averagely split the video into 3 segment and take 1 frame from each segment。 How about new_length=16, num_segments=1 ?

07wlm commented 4 years ago

It is the same with TSN code.

CDLCHOI commented 4 years ago

It is the same with TSN code.

yeah,I now it is same with TSN code, but TSN use "num_segment=3, new_length=1"; the ARTNet use "num_segments=1 , new_length=16"

can you explain its meaning? I don't understand it

CDLCHOI commented 4 years ago

@07wlm