Tags

[Q&A] Image Segmentation, using Unet with Driving Video data

This post is about my questions while I was studying USF Deep Learning course about image segmentation task.All the answers are from the course, source code, library document, or docu...

In fastai.v3, Apr 02, 2020

Implement forward&backward pass from scratch

This note is divided into 4 section. Section1: What is the meaning of ‘deep-learning from foundations?’ Section2: What’s inside Pytorch Operator? Section3: Implement forward&ba...

In fastai.v3, Mar 01, 2020

What's inside Pytorch Operator?

This note is divided into 4 section. Section1: What is the meaning of ‘deep-learning from foundations?’ Section2: What’s inside Pytorch Operator? Section3: Implement forward&ba...

In fastai.v3, Mar 01, 2020

What is the meaning of 'deep-learning from foundations?'

This note is divided into 4 section. Section1: What is the meaning of ‘deep-learning from foundations?’ Section2: What’s inside Pytorch Operator? Section3: Implement forward&ba...

In fastai.v3, Feb 29, 2020

Why am I not listed as a contributor?!

From the end of last year, big changes have witnessed in NLP research.Embracing an unprecedented growth, I started to study new exciting results and advances.In doing so, I noticed I’...

In Resource, Jan 10, 2020

Jeremy Howard

This is journey to find out ‘who am I trying to be?’

In People in the World, Dec 15, 2019

feature

Sylvain Gugger at a joint NYC AI & ML x NYC PyTorch on 03/20/2019

Note from Sylvain Gugger’s talk at a joint NYC AI & ML x NYC PyTorch on 03/20/2019. Video / Slide</br>

In fastai.v3, Jul 23, 2020

Part2 lesson 9, 04 callbacks | fastai 2019 course -v3

Since fastai instructor including many people who studied fastai highly emphasized to copy the code from scratch, I’ve been using that approach.It was fine with Part1, but from Part2,...

In fastai.v3, Jul 21, 2020

Part2 lesson 9, 04 callbacks | fastai 2019 course -v3

Since fastai instructor including many people who studied fastai highly emphasized to copy the code from scratch, I’ve been using that approach.It was fine with Part1, but from Part2,...

In fastai.v3, Jul 14, 2020

Digging into convolution

Issues

In fastai.v3, Feb 28, 2020

sticky

Gradient backward, Chain Rule, Refactoring

This note is divided into 4 section. Section1: What is the meaning of ‘deep-learning from foundations?’ Section2: What’s inside Pytorch Operator? Section3: Implem...

In fastai.v3, Mar 02, 2020