GeezerVison is showing github.com — ArashRabbani - Overview
Arash Rabbani
ArashRabbani
-Image Segmentation
-Machine Learning
-Porous Material
-Medical Imaging
This is Arash. I am an assistant professor at the University of Leeds, School of Computer Science. I teach AI and write codes for image segmentation and machine learning applied to materials science and medical imaging applications. Currently, I am leading DataFlowLab an interdisciplinary research group to understand micro-scale materials and tissue through machine vision and AI. Here are some repositories I have contributed to in the past years:
1-Porous material repositories
| Repository |
Description |
| DeePore |
Deep learning for porous material characterization |
| DeepAngle |
Deep learning for contact angle measurement |
| Porous_Material_101 |
Introduction to porous material analysis |
| ITPM |
Image-based transport property modelling |
| RandomWalkFracture |
Random walk simulation in fractured media |
| Petrography2SEM |
Image translation from petrography to SEM |
| 3DSYN |
3D synthetic microstructure generation |
| Superpixels_PNM |
Superpixel-based pore network modelling |
2-Medical imaging repositories
3-Interdisciplinary repositories
4-Tools and tutorial repositories
| Repository |
Description |
| Matlab2Python |
MATLAB to Python conversion guide |
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Tutorial repository of introduction to porous materials using MATLAB
MATLAB
47
12
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Deep learning for rapid characterization of porous materials
Python
58
25
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Basics of how to transform your MATLAB code into Python
Python
3
1
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An auto-encoder for the heart 2.5-D CT images for dimension reduction
Python
1
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