Albumentations is the way to go. I really like this library and I think you will too!

GitHub Repository:
https://github.com/aladdinpers....son/Machine-Learning

✅ Equipment I use and recommend:
https://www.amazon.com/shop/aladdinpersson

❤️ Become a Channel Member:
https://www.youtube.com/channe....l/UCkzW5JSFwvKRjXABI

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Twitter - https://twitter.com/aladdinpersson
LinkedIn - https://www.linkedin.com/in/al....addin-persson-a95384
GitHub - https://github.com/aladdinpersson

PyTorch Playlist:
https://www.youtube.com/playli....st?list=PLhhyoLH6Ijf

Image stolen from this awesome article:
https://medium.com/pytorch/mul....ti-target-in-albumen

Timestamps:
0:00 - Introduction
1:21 - Augmentation for Classification
9:11 - Augmentation for Segmentation
11:55 - Augmentation for Detection
21:35 - Full PyTorch Example
31:05 - Ending

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

In this video we look at some of the impressive applications of GANs and really understand why these networks are awesome. We also understand and explain how GANs work and try to dissect the loss function which will together build a foundation so that we can start implementing these networks in upcoming videos.

GitHub Repository:
https://github.com/aladdinpers....son/Machine-Learning

GAN Playlist:
https://youtube.com/playlist?l....ist=PLhhyoLH6IjfwIp8

PyTorch Playlist:
https://www.youtube.com/playli....st?list=PLhhyoLH6Ijf

OUTLINE:
0:00 - Introduction
0:49 - Why GANs are awesome
4:53 - How GANs work
11:45 - Ending

Let's build awesome, useful and beautiful apps using deep learning and Flutter! This video quickly brings you up to speed to building apps using Flutter and we will build a simple digit identifier and deploy it to the appstore. What apps would you like to see me build next? #ZeroToDeployment

Download app on Playstore: https://play.google.com/store/....apps/details?id=com.
Github repository: https://github.com/aladdinpersson/HelloMnist
Zero to deployment playlist: https://youtube.com/playlist?l....ist=PLhhyoLH6Ijfwo42

The drawing part of the app was heavily inspired (copied) by Puzzleleaf so please check him out:
https://www.youtube.com/channe....l/UCQSqJJ48EBy_GO4n7

Awesome tflite flutter package used (Give him a ⭐) :
https://github.com/am15h/tflite_flutter_plugin

Links referred to in the video:
https://flutter.dev/docs/get-started/install (https://youtu.be/1ukSR1GRtMU)
https://www.flaticon.com/
https://flutter.dev/docs/deployment/android
https://developer.android.com/distribute/console

✅ Support the channel by becoming a member:
https://www.youtube.com/channe....l/UCkzW5JSFwvKRjXABI

OUTLINE:
0:00 - Introduction
3:20 - Developing the model
26:40 - Developing the app
2:05:13 - Improvements and publishing to appstore

Explanation step by step of how the sequence alignment algorithms problem works. Other common names of this algorithm is the Needleman Wunsch algorithm. In the next video we will code this algorithm from scratch using Python. On Leetcode this algorithm can be found under "Edit Distance", it seems this algorithm has many different names!

Code Repository:

https://github.com/AladdinPerz....on/Algorithms-Collec

Article reviewed in video: https://sebastianraschka.com/b....log/2022/batch-size-

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