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GitHub / MikeG27 / BCI_Image_Generation
The aim of this project is to generate images from human brain based on EEG signal. In order to do this task author build generative neural network architecture called Variational Autoencoder (VAE) . For this particular task author get data throught mobile Brain-Computer-Interface of EMOTIV company in order to get data from human brain.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MikeG27%2FBCI_Image_Generation
Stars: 2
Forks: 0
Open Issues: 0
License: mit
Language: Jupyter Notebook
Repo Size: 10.2 MB
Dependencies:
89
Created: about 3 years ago
Updated: 5 months ago
Last pushed: about 3 years ago
Last synced: 5 months ago
Files
Dependencies
- GitPython ==3.0.5
- Keras ==2.0.0
- Keras-Applications ==1.0.8
- Keras-Preprocessing ==1.1.0
- Markdown ==3.1.1
- Pillow ==6.2.1
- PyDrive ==1.3.1
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- Werkzeug ==0.16.0
- absl-py ==0.9.0
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- astor ==0.8.1
- atpublic ==1.0
- cachetools ==4.0.0
- certifi ==2019.11.28
- chardet ==3.0.4
- colorama ==0.4.3
- configobj ==5.0.6
- configparser ==4.0.2
- cycler ==0.10.0
- decorator ==4.4.1
- distro ==1.4.0
- dvc ==0.81.3
- flufl.lock ==3.2
- funcy ==1.14
- future ==0.18.2
- gast ==0.2.2
- gitdb2 ==2.0.6
- google-api-python-client ==1.7.11
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- google-auth-httplib2 ==0.0.3
- google-auth-oauthlib ==0.4.1
- google-pasta ==0.1.8
- googledrivedownloader ==0.4
- grandalf ==0.6
- grpcio ==1.26.0
- h5py ==2.10.0
- httplib2 ==0.16.0
- humanize ==0.5.1
- idna ==2.8
- importlib-metadata ==1.4.0
- inflect ==3.0.2
- joblib ==0.14.1
- jsonpath-ng ==1.4.3
- kiwisolver ==1.1.0
- matplotlib ==3.1.2
- more-itertools ==8.1.0
- nanotime ==0.5.2
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- np ==1.0.2
- numpy ==1.16.6
- oauth2client ==4.1.3
- oauthlib ==3.1.0
- opencv-python ==4.1.2.30
- opt-einsum ==3.1.0
- packaging ==20.0
- pandas ==0.25.3
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- rsa ==4.0
- ruamel.yaml ==0.16.5
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- termcolor ==1.1.0
- tqdm ==4.41.0
- treelib ==1.5.5
- uritemplate ==3.0.1
- urllib3 ==1.25.7
- voluptuous ==0.11.7
- wrapt ==1.11.2
- zc.lockfile ==2.0
- zipp ==1.0.0