Sunday, February 28, 2021
  • Setup menu at Appearance » Menus and assign menu to Top Bar Navigation
Advertisement
  • AI Development
    • Artificial Intelligence
    • Machine Learning
    • Neural Networks
    • Learn to Code
  • Data
    • Blockchain
    • Big Data
    • Data Science
  • IT Security
    • Internet Privacy
    • Internet Security
  • Marketing
    • Digital Marketing
    • Marketing Technology
  • Technology Companies
  • Crypto News
No Result
View All Result
NikolaNews
  • AI Development
    • Artificial Intelligence
    • Machine Learning
    • Neural Networks
    • Learn to Code
  • Data
    • Blockchain
    • Big Data
    • Data Science
  • IT Security
    • Internet Privacy
    • Internet Security
  • Marketing
    • Digital Marketing
    • Marketing Technology
  • Technology Companies
  • Crypto News
No Result
View All Result
NikolaNews
No Result
View All Result
Home Neural Networks

Nucleus Segmentation using U-Net – Becoming Human: Artificial Intelligence Magazine

September 5, 2019
in Neural Networks
Nucleus Segmentation using U-Net – Becoming Human: Artificial Intelligence Magazine
585
SHARES
3.3k
VIEWS
Share on FacebookShare on Twitter

Without much ado, let’s get started with the code. The complete project on github can be found here.

Let’s start with loading all the libraries and dependencies.

You might also like

How AI Can Be Used in Agriculture Sector for Higher Productivity? | by ANOLYTICS

Future Tech: Artificial Intelligence and the Singularity | by Jason Sherman | Feb, 2021

Tackling ethics in AI algorithms: the case of Salesforce | by Iflexion | Feb, 2021

We should also set some of the parameter values and load the training and test set images.

Next we should prepare the data in the form we want. To reduce the computational complexity we need to resize all the images.

The next step is probably the most important part of the project yet neglected most of the times. Yes, that is data augmentation. I have used shearing of images to overcome overfitting. Since the dataset size is small in this case, overfitting is not a major problem here.

Let’s display some microscopic images with and without segmentation.

without segmentation
with segmentation

Let’s also create a generator that generates masks and images.

Credit: BecomingHuman By: Abhinav Sagar

Previous Post

To Stand Out on Social Media, Show Brand Personality

Next Post

AI opener: Should we cheer or fear machine learning? - News

Related Posts

How AI Can Be Used in Agriculture Sector for Higher Productivity? | by ANOLYTICS
Neural Networks

How AI Can Be Used in Agriculture Sector for Higher Productivity? | by ANOLYTICS

February 27, 2021
Future Tech: Artificial Intelligence and the Singularity | by Jason Sherman | Feb, 2021
Neural Networks

Future Tech: Artificial Intelligence and the Singularity | by Jason Sherman | Feb, 2021

February 27, 2021
Tackling ethics in AI algorithms: the case of Salesforce | by Iflexion | Feb, 2021
Neural Networks

Tackling ethics in AI algorithms: the case of Salesforce | by Iflexion | Feb, 2021

February 27, 2021
Creative Destruction and Godlike Technology in the 21st Century | by Madhav Kunal
Neural Networks

Creative Destruction and Godlike Technology in the 21st Century | by Madhav Kunal

February 26, 2021
How 3D Cuboid Annotation Service is better than free Tool? | by ANOLYTICS
Neural Networks

How 3D Cuboid Annotation Service is better than free Tool? | by ANOLYTICS

February 26, 2021
Next Post

AI opener: Should we cheer or fear machine learning? - News

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

Recommended

Plasticity in Deep Learning: Dynamic Adaptations for AI Self-Driving Cars

Plasticity in Deep Learning: Dynamic Adaptations for AI Self-Driving Cars

January 6, 2019
Microsoft, Google Use Artificial Intelligence to Fight Hackers

Microsoft, Google Use Artificial Intelligence to Fight Hackers

January 6, 2019

Categories

  • Artificial Intelligence
  • Big Data
  • Blockchain
  • Crypto News
  • Data Science
  • Digital Marketing
  • Internet Privacy
  • Internet Security
  • Learn to Code
  • Machine Learning
  • Marketing Technology
  • Neural Networks
  • Technology Companies

Don't miss it

Accurate classification of COVID‐19 patients with different severity via machine learning – Sun – 2021 – Clinical and Translational Medicine
Machine Learning

Accurate classification of COVID‐19 patients with different severity via machine learning – Sun – 2021 – Clinical and Translational Medicine

February 28, 2021
Privacy Commissioner asks for clarity on minister’s powers in Critical Infrastructure Bill
Internet Security

Privacy Commissioner asks for clarity on minister’s powers in Critical Infrastructure Bill

February 28, 2021
Top Master’s Programs In Machine Learning In The US
Machine Learning

Top Master’s Programs In Machine Learning In The US

February 28, 2021
TikTok agrees to pay $92 million to settle teen privacy class-action lawsuit
Internet Security

TikTok agrees to pay $92 million to settle teen privacy class-action lawsuit

February 28, 2021
Machine Learning as a Service (MLaaS) Market 2020 Emerging Trend and Advancement Outlook 2025
Machine Learning

Key Company Profile, Production Revenue, Product Picture and Specifications 2025

February 28, 2021
Cybercrime groups are selling their hacking skills. Some countries are buying
Internet Security

Cybercrime groups are selling their hacking skills. Some countries are buying

February 28, 2021
NikolaNews

NikolaNews.com is an online News Portal which aims to share news about blockchain, AI, Big Data, and Data Privacy and more!

What’s New Here?

  • Accurate classification of COVID‐19 patients with different severity via machine learning – Sun – 2021 – Clinical and Translational Medicine February 28, 2021
  • Privacy Commissioner asks for clarity on minister’s powers in Critical Infrastructure Bill February 28, 2021
  • Top Master’s Programs In Machine Learning In The US February 28, 2021
  • TikTok agrees to pay $92 million to settle teen privacy class-action lawsuit February 28, 2021

Subscribe to get more!

© 2019 NikolaNews.com - Global Tech Updates

No Result
View All Result
  • AI Development
    • Artificial Intelligence
    • Machine Learning
    • Neural Networks
    • Learn to Code
  • Data
    • Blockchain
    • Big Data
    • Data Science
  • IT Security
    • Internet Privacy
    • Internet Security
  • Marketing
    • Digital Marketing
    • Marketing Technology
  • Technology Companies
  • Crypto News

© 2019 NikolaNews.com - Global Tech Updates