ProteinSubcellularLocalization

Subcellular Classification of Protein Patterns in Human Cells. Group project done by: Nikola Zubić & Vasilije Pantić.

Programs & libraries needed in order to run this project

PyTorch : Open source machine learning library based on the Torch library
TensorFlow : End-to-end open source platform for machine learning
Keras : Software library that provides a high-level Python interface for artificial neural networks
NumPy : Fundamental package for scientific computing with Python
OpenCV : Library of programming functions mainly aimed at real-time computer vision
Pandas : Fast, powerful, flexible and easy to use open source data analysis and manipulation tool
ImgAug : A library for image augmentation in machine learning experiments
matplotlib : Plotting library for the Python programming language and its numerical mathematics extension NumPy
scikit-learn : A pure machine learning library

For more details read report (written in Serbian, IEEE format): REPORT.pdf

Name		Name	Last commit message	Last commit date
Latest commit History 46 Commits
.idea		.idea
Nikola		Nikola
Vasilije		Vasilije
gapnet-pl		gapnet-pl
inceptionnet		inceptionnet
models_weights_predictions		models_weights_predictions
res_net		res_net
.gitignore		.gitignore
.gitmodules		.gitmodules
README.md		README.md
REPORT.pdf		REPORT.pdf
gap_net_main.py		gap_net_main.py
inception_net_main.py		inception_net_main.py
res_net_main.py		res_net_main.py