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Majid Memari, PhD's Projects

aidr icon aidr

Artificial Intelligence for Digital Response

albumentations icon albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

algorithm-problem-solutions icon algorithm-problem-solutions

My solutions to problems from ROSALIND, Project Euler, and courses I have taken. This includes my own implementations of various data structures.

awesome-object-detection icon awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

bert icon bert

TensorFlow code and pre-trained models for BERT

bigan icon bigan

code for "Adversarial Feature Learning"

cfid icon cfid

CFID - Conditional Frechet Inception Distance

clean-fid icon clean-fid

PyTorch - FID calculation with proper image resizing and quantization steps

compare_gan icon compare_gan

TensorFlow implementations for many components related to Generative Adversarial Networks

coursera-deep-learning-specialization icon coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

covid-19-data icon covid-19-data

Data on COVID-19 (coronavirus) cases, deaths, hospitalizations, tests • All countries • Updated daily by Our World in Data

cs231n-2017-summary icon cs231n-2017-summary

After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summary of the whole course to help me to remember and to anyone who would like to know about it. I've skipped some contents in some lectures as it wasn't important to me.

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