Source: TDS
We recently went into detail about the Document Classifier algorithm in our spotlight. That’s all fine and good, but it’s not immediately clear what can you do with it.
In this post, we’ll focus on potential use cases. We’ll start with a quick refresher on what this algorithm does, and...
As many applied ML practitioners know, productionizing ML tools can be deceptively difficult.
At Algorithmia we’re always striving to make our algorithms the best in class, and we’ve recently made a series of performance and UX changes to our Document Classifier algorithm, and put work towards...
Lets play a game: can you tell the difference between these two sentences?
"Most of the time, travellers worry about their luggage."
"Most of the time travellers worry about their luggage."
Whoa, remove the comma and all of a sudden we're having an entirely different conversation!
The little...
The new Open Images dataset gives us everything we need to train computer vision models, and just happens to be perfect for a demo! Tensorflow's Object Detection API and its ability to handle large volumes of data make it a perfect choice, so let's jump right in...
courtesy of Faris Algosaibi
The first example can be easily recognized by most character recognition algorithms. However, as your text gets progressively more complex, this seemingly simple...
Figuring out the meaning of a document was once a very hard problem for computers to solve... even for humans, understanding the complexity of natural language can be tricky!
Fortunately, there are some great tools that can help address those concerns. The Document Classifier turns your existing...
Automatically downloading video content from different types of web sources can be tricky. Not every website hosts files the same way, and sometimes hosting providers try to prevent people from programmatically downloading stuff. Thankfully, we have an algorithm for that!
Sifting through unlabelled videos can be difficult and time-consuming. Even for the most seasoned analyst, fatigue leads to mistakes. Whether you're trying to detect anomalies in mission-critical infrastructure -- or you just want to find all of the segments in your vacation videos that contain...
media/ContentAwareResize is an algorithm that discovers the most important features of an image and attempts to preserve them when resizing, letting you resize images without cropping out what’s important.
At Algorithmia, one of our driving goals is to enable all developers to stand on the shoulders of the algorithmic giants. Like Lego our users can construct amazing devices and tools by utilizing our algorithmic building blocks like FaceDetection or Smart Image Downloader.
As...