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Articles related to "complete"


Global COVID-19 Iceberg With Most Cases Undetected and Unmanaged

  • Most of the world has 10-100 times less per capita COVID-19 testing than the USA.
  • The USA has probably only detected about 10-20% of its total COVID-19 cases.
  • South Africa has the fifth most cases in the world.
  • 90% of Africa has virtually no testing for COVID-19.
  • It is impossible that South Africa has rampant COVID-19 and the rest of Africa does not.
  • Complete lockdowns have not been done in Africa or in many large population regions in Asia and South America.
  • The BBC has found that the number of deaths from coronavirus in Iran is nearly triple what Iran’s government claims.
  • There are many other locations that are likely hiding the true number of cases.

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Object Detection in 6 steps using Detectron2

  • Have you ever tried training an object detection model using a custom dataset of your own choice from scratch?
  • We need to start with building a model using a Feature Pyramid Network combined with a Region Proposal Network if we opt for region proposal based methods such as Faster R-CNN or we can also use one-shot detector algorithms like SSD and YOLO.
  • Detectron 2 comes to the rescue if we want to train an object detection model in a snap with a custom dataset.
  • Using Detectron 2, Object Detection can be performed on any custom dataset using seven steps.
  • In this article, I emphasized on the procedure of objection detection using a custom dataset using detectron 2 rather than focusing on gaining higher accuracy.

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Object Detection in 6 steps using Detectron2

  • Have you ever tried training an object detection model using a custom dataset of your own choice from scratch?
  • We need to start with building a model using a Feature Pyramid Network combined with a Region Proposal Network if we opt for region proposal based methods such as Faster R-CNN or we can also use one-shot detector algorithms like SSD and YOLO.
  • Detectron 2 comes to the rescue if we want to train an object detection model in a snap with a custom dataset.
  • Using Detectron 2, Object Detection can be performed on any custom dataset using seven steps.
  • In this article, I emphasized on the procedure of objection detection using a custom dataset using detectron 2 rather than focusing on gaining higher accuracy.

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Mastodon 3.2

  • The new Mastodon release brings you a much better audio player and improved support for different audio and video formats, as well as some additional security mechanisms.
  • It will extract album art from the uploaded audio file automatically, or allow you to upload a thumbnail of your own choosing to be displayed in the center.
  • To better protect your accounts when you’re not there, there’s a new security mechanism guarding new login attempts.
  • It’s a feature more meant to guard those who forget to setup two-factor authentication, so if you are reading this, remember that it’s good practice to use two-factor authentication (Mastodon’s does not require a phone number or a Mastodon app, any TOTP app works), and to use a password manager to generate random and unique passwords for each account you have!

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alexmojaki/futurecoder

  • This is a platform/course for complete beginners to teach themselves programming, specifically in Python.
  • In the event that the demo site gets more attention than it can handle, try running the code locally with the instructions below.
  • Each step requires that the user runs some code that satisfies the requirements of that step.
  • They can click "Previous" if they want to review completed pages, but it doesn't affect their progress - any code they submit is still evaluated against the current step, and refreshing the page returns to the last page.
  • Every user has their own process, which holds the state of the shell or the currently running program (which may be awaiting input()).
  • After the code finishes running, it checks the Page and Step that the user is currently on, and calls the Step.check method.

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