Object Detection is always a hot topic in computer vision and is applied in many areas such as security, surveillance, autonomous vehicle systems, and machine inspection. Widely used object detector algorithms are either region-based detection algorithms (Faster R-CNN, R-FCN, FPN) or single-shot detection algorithms(SSD and YOLO).
In one of the projects I worked on, I had written close to thousands (sic) of Regex as they help in having a strong foundation in Natural Language Processing besides the existing libraries available.
Refactoring is nothing but restructuring the existing code such that the existing behavior that is accessed through the outside world, remain the same. It’s often referred to as “under the hood” changes.
One of the sexy features of capistrano if you had used it with Rails is how super simple it is deploy a Rails project. The DSL (Domain Specific Language) it uses is very straightforward for even a beginner to understand. However, with time, Rails at least in our experience has moved mostly to serve the backend alone with the Front end being taken over by the likes of Vue, React etc.,
In a short while, I might be describing what this article is going to be about. But before that, let me tell what this article is “not” about. This is not about service workers or PWA and the caching headaches that come along with it. The problem that we faced is with more of a vanilla Vue JS front end, not able to refresh itself whenever a new deployment happens. Let me try to explain it in a more lucid way.
If you haven’t heard about Dokku, then this would be a quick intro to it.
One might feel limited in Selenium being unable to verify certain things that interacts through XHR Ajax Requests especially when they are http POST calls. This could be applicable when you are trying to crawl a particular website and you are not able to get a certain datapoint because it is hiding behind a XHR Post in the page.
Common Table Expressions (CTE), also known as the WITH clause, is an awesome feature that helps in breaking down big queries into smaller queries which makes the whole query more readable and easier to maintain.
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Autoencoders are a type of artificial neural network that can learn how to efficiently encode and compress the data and then learn to closely reconstruct the original input from the compressed representation.
As the title mentions, I will show you how to create a website and serve the static contents using AWS S3 in a much simpler way. For this, the prerequisites are,
With many of us working from home due to recent COVID-19 pandemic, there is increase in usage of video conferencing apps like Microsoft Teams and Zoom.