yoosan / i3d-tensorflow Goto Github PK
View Code? Open in Web Editor NEWInflated 3D ConvNets for video understanding
License: MIT License
Inflated 3D ConvNets for video understanding
License: MIT License
where is the codes for mudule 'snets' ?
from snets.net_utils import unit3D
Hi, Yoosan, thanks for your code.
Did you train the r3d model on UCF101? If so, what is the accuracy you got?
Hi, yoosan! Recently, I am doing research on I3D, wanting to make the recurrence of this architecture. But I am confused when I am faced with fine-tuning the pre-trained model on UCF-101, whose result only reach 90.8% when input is only RGB.
Can you teach me the details of fine-tuning this model?
Thanks in advance!
I train I3d model on UCF-101 split 1 with pretrained Kinetics-imagenet weights, but I only can get the accuracy on test split about 45% , but train accuracy about 95% on rgb modality.
So how did you get the 95.2% accuracy on split 1 , can you give me some advise?
hello yoosan:
I plan to classify the 'fight behavior' with fine-tuning the pre-trained I3D model on my own dataset. Can you release the training and test code? thanks a lot!
Hello, yoosan,
I am new to do research on video understanding. I want to compare the performance of these two network, both P3D and I3D based on ResNet, and which one is better? Their architectures are similar.
Did you have any understanding about them?
Thx!
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