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:fire::fire: Deep Learning Head Pose Estimation using PyTorch.

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i trained a model use hopenet, but when i test ,every input image have the same result ,why?

The paper mentioned epoch=25, lr=0.00001 but did not say how many batch size should be. How did you choose the batch size for re-producing the same result on training on...

Hi there, I created an executable repo at [https://github.com/MitchellX/deep-head-pose](https://github.com/MitchellX/deep-head-pose). The pre-models are faithful to the author's great work, where there are some bugs and I have fixed them now. Additionally,...

Why occur this bug. Is the number of classes is wrong? bins = np.array(range(-99, 102, 3)) Should it set 68 rather than 66 ?

the version of torch must >=1.1.0 when run on gpu? with torch=0.4.0(cuda=0.8.61) ,I made an error 'Aborted(core dump)' but on cpu is well

Hi!@natanielruiz, Great papers and work! I have a question about data preprocessing, I performed well on the training set, but poorly on the test set. Since I am training a...

1. how to get the image list? 2. I rewrite the dataset preprocess which is based on yours, but it can not convergen, this is the dataset and log `class...

getting following error while loading snapshot Traceback (most recent call last): File "code/test_on_image.py", line 46, in saved_state_dict = torch.load(snapshot_path) File "/usr/local/lib/python3.7/site-packages/torch/serialization.py", line 593, in load return _legacy_load(opened_file, map_location, pickle_module, **pickle_load_args)...

When I run "test_on_video_dockerface.py" , I use model "hopenet_robust_alpha1.pkl", but I got error "tarfile.ReadError: invalid header", can you tell me why?what I should do ? Thanks!