Andrew Janowczyk

Search
Skip to content
  • Open-source tools
  • Deep Learning Datasets
  • About Me

Tag Archives: augmentation

Deep Learning

Employing the albumentation library in PyTorch workflows. Bonus: Helper for selecting appropriate values!

August 17, 2019 choosehappy 3 Comments

This brief blog post sees a modified release of the previous segmentation and classification pipelines. These versions leverage an increasingly popular augmentation library called albumentations.

ablumentation_view

Continue reading Employing the albumentation library in PyTorch workflows. Bonus: Helper for selecting appropriate values! →

albumentationsaugmentationdeep learningpythonpytorchtorchvisiontutorial

Tidbits from along the way

Recent Posts

  • Ray: An Open-Source Api For Easy, Scalable Distributed Computing In Python – Part 3 Intro to Serving Models
  • Ray: An Open-Source API For Easy, Scalable Distributed Computing In Python – Part 2 Distributed Scaling
  • Ray: An Open-Source Api For Easy, Scalable Distributed Computing In Python – Part 1 Local Scaling
  • Approach for Easy Visual Comparison between ground-truth and predicted classes
  • Using QuPath To Help Identify An Optimal Threshold For A Deep Or Machine Learning Classifier

Recent Comments

  • choosehappy on De-array a Tissue Microarray (TMA) using QuPath and Python
  • natasha on De-array a Tissue Microarray (TMA) using QuPath and Python
  • Peter Grey on A masterclass in Scientific CV writing
  • choosehappy on Converting an existing image into an Openslide compatible format
  • John Vinicio on Converting an existing image into an Openslide compatible format

Archives

  • March 2023
  • February 2023
  • January 2023
  • November 2022
  • October 2022
  • August 2022
  • May 2022
  • December 2021
  • November 2021
  • September 2021
  • May 2021
  • December 2020
  • October 2020
  • April 2020
  • October 2019
  • August 2019
  • June 2019
  • April 2019
  • March 2019
  • December 2018
  • October 2018
  • August 2018
  • July 2018
  • April 2018
  • November 2016
  • August 2016
  • July 2016
  • April 2016
  • February 2016
  • December 2015
  • November 2015
  • October 2015
  • September 2015
  • March 2015
  • February 2015
  • January 2015

Categories

  • Deep Learning
  • Digital Histology
  • Python
  • Uncategorized

Meta

  • Log in
  • Entries feed
  • Comments feed
  • WordPress.org
Proudly powered by WordPress