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3d_face_class's Introduction

Hello everyone

About me

I'm currently a Master student in Information Engineering at the University of Florence. The main focuses of my studies are Machine Learning, Optimization and Information Theory. I lean towards the theoretical aspects of these disciplines but I'm also passionate about the applications, specifically the ones related to physics, medicine and music.

If you want you can visit my blog where I (very rarely) post more detailed descriptions of my projects. I also have a section on free books, courses and resources on ML/DL/Physics you might be interested into.

My main Repositories

  • wae_music: Trying to use Wasserstein Autoencoders for music generation.
  • graph_exploration: Mixing Reinforcement Learning and Graph Neural Networks for unknown graphs exploration.
  • 3d_face_class: Using Graph Neural Networks to classify 3D meshes of human faces.
  • pqc_chsh: Parameterized Quantum Circuits and Bayesian Optimization for violating the Bell Inequality.
  • GenerativeHCI: Arduino + sensors + MaxMSP = create music based on your surrounding environment.
  • kmeans and mean_shift: Clustering algorithms in C++17: parallel implementations with OpenMP and CUDA.

3d_face_class's People

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wangzhenlin123 wojciechteclaw upcreat

3d_face_class's Issues

unable to run your 3d_face_class on the RPi 4B platform.

First of all, thanks to share your great project.
but it's unable to run on my RaspiBerry 4B with the errors as below with the command:
$ python test.py --exp_dir ./runs/bosphorus

Testing ./runs/bosphorus/

Traceback (most recent call last):
File "/home/pi/src/ai/3d_face_class/test.py", line 39, in
train_list, test_list = get_train_test_split(config=config,
File "/home/pi/src/ai/3d_face_class/data.py", line 198, in get_train_test_split
train_list = _build_data_list(config, data_dir, train_ids, classes_dict)
File "/home/pi/src/ai/3d_face_class/data.py", line 211, in _build_data_list
e = np.load(e_fname)
File "/home/pi/.local/lib/python3.9/site-packages/numpy/lib/npyio.py", line 407, in load
fid = stack.enter_context(open(os_fspath(file), "rb"))
FileNotFoundError: [Errno 2] No such file or directory: 'graph_data/bosphorus_full/bs009/edges_bs009_LFAU_17_0.npy'

By the way, the test commands unable to find in your projects, such as there is not /runs//exp000 but runs/bosphorus & runs/frgc

Thanks & Best Regards
Sui

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