Do you have pretrained model?

[tqvinhcs]

Hi, I am looking for pre-trained models on NTU CS and CV dataset for the va-cnn. It would be great if you can provide these pre-trained models. Also, do you have code for training on the SYS3DHOI dataset for va-cnn?

Thank you

[shuidongliu]

You can download the pre-trained model through https://drive.google.com/open?id=18QRqGvJygU5ydYxTpEfI6jANR72C_2rc.

[preksha12]

I am getting problem in result as mentioned in paper accuracy is 93 but I am getting only 73

[preksha12]

Hello, Thank you for your response but after calling above program model run for 2 times with accuracy with model accuracy 41 and 83.85 and average accuracy of 62

[shuidongliu]

Hello, I just download the modeles and test them with the released code, the results are as follows:

Train on 38086 samples, validate on 2005 samples Model Accuracy:88.74 Train on 35763 samples, validate on 1883 samples Model Accuracy:94.28 [88.74, 94.28] ave: 91.50999999999999

According to my experience, the testing results will not change with the released code. Do you change the code?

[preksha12]

Thank you for your quick reply. Actually as per the below link of issue I was getting error https://github.com/microsoft/View-Adaptive-Neural-Networks-for-Skeleton-based-Human-Action-Recognition/issues/7#issue-595366294

Due to above error I have made following changes:- In va-cnn.py: I changed worker=0 in place of default=8 in line 43 In data_cnn.py: due to error in scipy.misc imresize function I have used rgb_ske=np.resize(rgb_ske,(224,224,3)) in line number 94.

Could you please guide me how to resolve these issue without changing code as I am using python3.6.

[shuidongliu]

It may caused by the Scipy as mentioned in https://stackoverflow.com/questions/56204985/how-to-fix-scipy-misc-has-no-attribute-imresize/56205147. There is no problem when I use Python 3.6. Therefore, I check the version of Scipy of mine. And the information is as follows: Python 3.6.4 |Anaconda, Inc.| (default, Jan 16 2018, 18:10:19) [GCC 7.2.0] on linux Type "help", "copyright", "credits" or "license" for more information.

import scipy scipy.version '1.0.0'

[preksha12]

I have installed scipy 1.1.0 and now it stated running but there I have few more doubts: 1) How can I make this model to run for GPU? 2) In va-rnn I am getting attached error. In va-rnn code I have updated tensor flow as backend in place of theano:

it will be great if it is possible for you to give email address for communication.

[shuidongliu]

For va-cnn, it should run for GPU by default. Could you give me more information? For va-rnn, I tried tensorflow before, but the results are poor and the training speed is slow. Therefore, I suggest to use theano. You can communicate with me through zpengfei@stu.xjtu.edu.cn

[Anupama-898]

can you please provide the pretrained model for VA-RNN also.

[shuidongliu]

can you please provide the pretrained model for VA-RNN also.

You can download both models for VA-RNN and VA-CNN through https://drive.google.com/open?id=12PfMRK2rSg0ndLbTVw-GelRrb2TVxazg

[Anupama-898]

Thakyou for the quick response. Is is possible to view the 3D skeletal poses from view adaption subnetwork as shown in paper?