R on Data Science Guts

Deep learning–based automated measurements of the scrotal circumference of Norwegian Red bulls from 3D images

January 24, 2023 | R on Data Science Guts

Working on Computer Vision tasks is always exciting for me. During my carrier I was working with many different types of images and was solving many different problems related to them in the fields of biology, medicine, genetics, climatology and many m... [Read more...]

Explaining predictions of Convolutional Neural Networks with ‘sauron’ package.

January 9, 2021 | R on Data Science Guts

Explainable Artificial Intelligence, or XAI for short, is a set of tools that helps us understand and interpret complicated “black box” machine and deep learning models and their predictions. In my previous post I showed you a sneak peek of my newest p...

[Read more...]

Sneak peek into ‘sauron’ package – XAI for Convolutional Neural Networks.

November 7, 2020 | R on Data Science Guts

Explainable Artificial Intelligence, or XAI for short, is a set of tools that helps us understand and interpret complicated “black box” machine and deep learning models and their predictions. Today I would like to show you a sneak peek of my newest pac...

[Read more...]

Nucleci segmentation in R with Platypus.

October 15, 2020 | R on Data Science Guts

In my previous post I’ve introduced you to my latest project platypus - R package for object detection and image segmentation. This time I will go into more details and show you how to use it on biomedical data. The data Today we will work on 2018 Dat...

[Read more...]

Nucleci segmentation in R with Platypus.

October 15, 2020 | R on Data Science Guts

In my previous post I’ve introduced you to my latest project platypus - R package for object detection and image segmentation. This time I will go into more details and show you how to use it on biomedical data. The data Today we will work on 2018 Dat...

[Read more...]

Platypus – R package for object detection and image segmentation.

October 5, 2020 | R on Data Science Guts

Computer Vision tasks Computer Vision, or CV for short, is a field of computer science focused on development of techniques that will help computers understand the content of digital images in a way similar to human understanding. There’s a lot of dif...

[Read more...]

Platypus – R package for object detection and image segmentation.

October 5, 2020 | R on Data Science Guts

Computer Vision tasks Computer Vision, or CV for short, is a field of computer science focused on development of techniques that will help computers understand the content of digital images in a way similar to human understanding. There’s a lot of dif...

[Read more...]

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Articles by R on Data Science Guts

Deep learning–based automated measurements of the scrotal circumference of Norwegian Red bulls from 3D images

Explaining predictions of Convolutional Neural Networks with ‘sauron’ package.

Sneak peek into ‘sauron’ package – XAI for Convolutional Neural Networks.

Nucleci segmentation in R with Platypus.

Nucleci segmentation in R with Platypus.

Platypus – R package for object detection and image segmentation.

Platypus – R package for object detection and image segmentation.

Articles by R on Data Science Guts

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