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Generative AI
2,612,900 Views · 3 years ago

I was inspired to make these videos by this specialization: https://bit.ly/3SqLuA6

Full title: Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks
Paper link: https://arxiv.org/abs/1703.10593

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Timestamps:
0:00 - Introduction
1:06 - Sneak peak
2:00 - Problem statement
4:30 - Training setup & Cycle Consistency
7:16 - Loss
9:20 - Network architecture
13:15 - Identity loss
14:44 - Limitations of CycleGAN
16:08 - Implementation details
19:10 - Ending

Generative AI
2,612,250 Views · 4 years ago

Data Analytics
2,611,149 Views · 4 years ago

Generative AI
2,610,447 Views · 3 years ago

The next loop is the For loop. The idea of the for loop is to "iterate" through something. For each thing in that something, it will do a block of code. Most often, you will a for loop's structure very much like

for eachThing in thisThing:
do this stuff
in this block
So, again, why would someone use each type of loop?

Typically, you will see the while loop being used for finite tasks that have predetermined length, and the for loop being used for tasks that have uncertain and variable time-frames.

That said, the for loop can be used for the exact same tasks as the while loop.

For this reason, I prefer the for loop myself, but again, it comes down to personal preference.

Python 3 Programming tutorial Playlist: http://www.youtube.com/watch?v=oVp1vrfL_w4&feature=share&list=PLQVvvaa0QuDe8XSftW-RAxdo6OmaeL85M

Sample code for this basics series: http://pythonprogramming.net/b....eginner-python-progr

This python 3 tutorial covers the for loop in python 3.3.3

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