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GitHub / Emilien-mipt / fer-pytorch

Facial expression recognition package built on Pytorch and FER+ dataset from Microsoft.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Emilien-mipt%2Ffer-pytorch

Stars: 18
Forks: 1
Open Issues: 1

License: mit
Language: Python
Repo Size: 114 MB
Dependencies: 23

Created: about 3 years ago
Updated: 2 months ago
Last pushed: over 1 year ago
Last synced: 2 months ago

Topics: affective-computing, facial-expression-recognition, python, pytorch

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Dependencies

requirements/requirements-dev.txt pypi

black ==22.3.0 development
flake8 >=3.9.0,<=4.0.1 development
isort >=5.8.0.<=5.10.1 development
mypy >=0.812,<=0.941 development
pre_commit ==2.17.0 development
pytest ==7.0.1 development
tensorboard >=2.5.0,<=2.8.0 development
torch_lr_finder ==0.2.1 development

requirements/requirements.txt pypi

Pillow >=8.1.2,<=8.4.0
albumentations >=0.5.2,<=1.0.0
facenet_pytorch ==2.5.2
hydra-core ==1.1.1
matplotlib >=3.3.4,<=3.5.1
numpy >=1.19.5,<=1.22
opencv-python >=4.5.1.48,<=4.5.5.64
pandas >=1.1.5,<=1.4.2
pytorch-lightning ==1.5.10
scikit-learn >=0.24.1,<=1.0
timm >=0.3.2,<=0.5.4
torch >=1.8.0,<=1.11
tqdm >=4.59.0,<=4.63.0

.github/workflows/CI.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite