zhujiagang / dtpp Goto Github PK

I'm currently trying to reproduce the inference in arbitrary videos of the HMDB51 dataset by using the pretrained weights.

So far, I have:

1. Compiled OpenCV with the contrib module and cuda support
2. Successfully compiled caffe (caffe-tpp-net) with CUDA and python support
3. Set up the PYTHONPATH environment variable so python2.7 may find the compiled modules
4. Downloaded the pretrained weights with get_init_models.sh and get_kinetics_pretraining_models.sh

Since README.md doesn't mention how to perform inference, I read README_old.md and found that there is a script tools/eval_net.py for that purpose. So I ran:

python tools/eval_net.py hmdb51 1 rgb /var/datasets/hmdb51/ models/hmdb51/flow_tpp_delete_dropout_deploy.prototxt ./init_models/hmdb51_split_1_tsn_flow_reference_bn_inception.caffemodel

But, after a ton of messages, that gave me the following error:

Traceback (most recent call last):
File "tools/eval_net.py", line 125, in
video_scores = map(eval_video, eval_video_list)
File "tools/eval_net.py", line 69, in eval_video
video_frame_path = f_info[0][vid]
KeyError: '20060723sfjffbumblebeesuitman_run_f_cm_np2_ri_med_1'

The path to the dataset is correct, and I have unpacked all rar files from the HMDB dataset. The README_old.md file mentions a script scripts/extract_optical_flow.sh for preprocessing the video files, but in the master branch, this script doesn't exist.

So, are there any further steps necessary for reproducing inference?

in pyActionRecog, action_parrots.py has ''import pyparrots.dnn as dnn'', When I run, ‘’No module named 'pyparrots'‘’ appears.How do I get pyparrots?It would be my pleasure if you could answer for me.Thanks
PS：If you can speak Chinese, we can use Chinese to communicate.

hi, @zhujiagang ! Thanks for your excellent work!

I wonder what is the size of the DTPP-RGB & DTPP-Flow models on UCF101 & HMDB51 respectively?

Hello,

Thank you for publishing the code for your work!
I'm trying to reproduce it, but had an issue. When trying to clone the DTPP repository, I get the following error:

fatal: no submodule mapping found in .gitmodules for path 'lib/caffe-tpp-net-python'

Browsing the lib folder on github, I see that the caffe-tpp-net-python is not linked to any repository. Perhaps there was an error in the declaration of this submodule?

Hello,thank you for providing the code！I want to know what's means about extract_feature_tsn_tpp.py.when I run ,it shows misssing file of flow_feat_tpp_solver.prototxt.How cani get flow_feat_tpp_solver.prototxt?