Running test_on_video.py encountered "unexpected keyword argument 'input_shape'" error about action-recognition HOT 12 OPEN

Thank you @nicholasguimaraes i will check this

from action-recognition.

the same problem

from action-recognition.

the same problem

There were several variable issues with the extract_frames.py. I have opened a pull request for that.
#4

from action-recognition.

another error after the modification
RuntimeError: Error(s) in loading state_dict for ConvLSTM:
Missing key(s) in state_dict: "lstm.lstm.weight_ih_l0_reverse", "lstm.lstm.weight_hh_l0_reverse", "lstm.lstm.bias_ih_l0_reverse", "lstm.lstm.bias_hh_l0_reverse", "output_layers.0.weight", "output_layers.0.bias", "output_layers.1.weight", "output_layers.1.bias", "output_layers.1.running_mean", "output_layers.1.running_var", "output_layers.3.weight", "output_layers.3.bias", "attention_layer.weight", "attention_layer.bias".
Unexpected key(s) in state_dict: "lstm.final.0.weight", "lstm.final.0.bias", "lstm.final.1.weight", "lstm.final.1.bias", "lstm.final.1.running_mean", "lstm.final.1.running_var", "lstm.final.1.num_batches_tracked", "lstm.final.3.weight", "lstm.final.3.bias".

from action-recognition.

Had the same issue @WangZhaoxue , did anyone run this project besides the author?

from action-recognition.

Had the same issue @WangZhaoxue , did anyone run this project besides the author?

I have successfully set up the environment and run the code. (Anaconda3-2019.03 python=3.6 pytorch 1.1.0)

There are some typo errors in this repo.
I did some minor fixes here. #4

Also, make sure the extraction process is completed without error.

from action-recognition.

Thank you @WangZhaoxue for your help. I made the minor changes and still have the same error, but I must use PyTorch 1.2 or 1.3 and I think that´s the issue why the loaded can´t load. I try to fix it and response if it´s works.

Missing key(s) in state_dict: "lstm.lstm.weight_ih_l0_reverse", "lstm.lstm.weight_hh_l0_reverse", "lstm.lstm.bias_ih_l0_reverse", "lstm.lstm.bias_hh_l0_reverse", "output_layers.0.weight", "output_layers.0.bias", "output_layers.1.weight", "output_layers.1.bias"....

from action-recognition.

Thank you @WangZhaoxue for your help. I made the minor changes and still have the same error, but I must use PyTorch 1.2 or 1.3 and I think that´s the issue why the loaded can´t load. I try to fix it and response if it´s works.

Missing key(s) in state_dict: "lstm.lstm.weight_ih_l0_reverse", "lstm.lstm.weight_hh_l0_reverse", "lstm.lstm.bias_ih_l0_reverse", "lstm.lstm.bias_hh_l0_reverse", "output_layers.0.weight", "output_layers.0.bias", "output_layers.1.weight", "output_layers.1.bias"....

Check out this issue. They found a solution for this error. It seems that you need to edit the name of the layers and add an attention layer to the pre trained model.

#2 (comment)

I'll try it out later today and update here if I was able to advance or not.

from action-recognition.

@nicholasguimaraes could you tell the solution for this problem

from action-recognition.

@nicholasguimaraes could you tell the solution for this problem

Hello @sathees07,

I still didn't try testing the pre trained model but if you want to load the model provided by erik you will need to update the names of the layers in the state_dict.

Also, the pretrained model does not have an attention layer so, it seems that you should add that when fixing the state_dict.

Here is a link where you can check how to access the names of the layers of your model through its state_dict.

https://pytorch.org/tutorials/beginner/saving_loading_models.html#what-is-a-state-dict

from action-recognition.

Did you solve this problem?

from action-recognition.

No @js-kang

from action-recognition.