Blog - Amir Masoud Sefidian

January 18, 2020

Published by Amir Masoud Sefidian at January 18, 2020

Categories

English

Tense of English Verbs in Different Parts of A Scientific Article

One of the concerns of the researchers writing in English is choosing the correct tense for the verbs. In many […]

January 16, 2020

Published by Amir Masoud Sefidian at January 16, 2020

Categories

Mathematics

Derivatives: definitions, notation, and rules

http://www.columbia.edu/itc/sipa/math/calc_rules_func_var.html#chain A derivative is a function which measures the slope. It depends upon x in some way, and is found […]

January 16, 2020

Published by Amir Masoud Sefidian at January 16, 2020

Categories

Python

Regression Loss Functions All Machine Learners Should Know

https://heartbeat.fritz.ai/5-regression-loss-functions-all-machine-learners-should-know-4fb140e9d4b0

January 15, 2020

Published by Amir Masoud Sefidian at January 15, 2020

Categories

Object Detection using YOLO

Introduction How easy would our life be if we simply took an already designed framework, executed it, and got the […]

January 14, 2020

Published by Amir Masoud Sefidian at January 14, 2020

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Fundamentals of Deep Learning

Introduction Did you know the first neural network was discovered in early 1950s ? Deep Learning (DL) and Neural Network […]

January 13, 2020

Published by Amir Masoud Sefidian at January 13, 2020

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RCNN, fast RCNN, and faster RCNN algorithms for Object Detection Explained

Table of Contents A Simple Way of Solving an Object Detection Task (using Deep Learning) Understanding Region-Based Convolutional Neural Networks […]

January 11, 2020

Published by Amir Masoud Sefidian at January 11, 2020

Categories

Transfer Learning using PyTorch

Introduction to Transfer Learning Transfer Learning is a technique where a model trained for a certain task is used for […]

January 8, 2020

Published by Amir Masoud Sefidian at January 8, 2020

Categories

Understanding PyTorch with an example

Introduction PyTorch is the fastest growing Deep Learning framework and it is also used by Fast.ai in its MOOC, Deep Learning for Coders and its library. PyTorch is […]