**Super-Resolution** is a task in computer vision that involves increasing the resolution of an image or video by generating missing high-frequency details from low-resolution input. The goal is to produce an output image with a higher resolution than the input image, while…
Autonomous driving is the task of driving a vehicle without human conduction. Many of the state-of-the-art results can be found at more general task pages such as [3D Object Detection](https://paperswithcode.com/task/3d-object-detection) and [Semantic…
Data augmentation involves techniques used for increasing the amount of data, based on different modifications, to expand the amount of examples in the original dataset. Data augmentation not only helps to grow the dataset but it also increases the diversity of the dataset. When…
**Domain Adaptation** is the task of adapting models across domains. This is motivated by the challenge where the test and training datasets fall from different data distributions due to some factor. Domain adaptation aims to build machine learning models that can be generalized…
**Image Generation** (synthesis) is the task of generating new images from an existing dataset. - **Unconditional generation** refers to generating samples unconditionally from the dataset, i.e. $p(y)$ - **[Conditional image generation](/task/conditional-image-generation)**…
**Object Detection** is a computer vision task in which the goal is to detect and locate objects of interest in an image or video. The task involves identifying the position and boundaries of objects in an image, and classifying the objects into different categories. It forms a…
**Image Classification** is a fundamental task in vision recognition that aims to understand and categorize an image as a whole under a specific label. Unlike [object detection](/task/object-detection), which involves classification and location of multiple objects within an…
**Semantic Segmentation** is a computer vision task in which the goal is to categorize each pixel in an image into a class or object. The goal is to produce a dense pixel-wise segmentation map of an image, where each pixel is assigned to a specific class or object. Some example…
How Mythic got its optimized domain-specific core without compromises or delays.
Bellingcat and its partners reported that Russia’s Federal Security Service (FSB) was implicated in the near-fatal nerve-agent poisoning of Alexey Navalny on 20 August 2020. The report identified eight clandestine operatives with medical and chemical/biological warfare expertise…
"I don’t need a pair of Nikes. I need a 401(k)" -- and other lessons from the death of a venture-backed, Facebook-dependent, millennial-focused news site.
Or, How to Act Like You Know About the Biggest AI Development since CNNs
Generating and retaining business customers makes you deal with longer (and more complicated) sales cycles, more demanding customers, and huge amounts of data.
The Enneagram of Personality, or simply the Enneagram, is a pseudoscientific model of the human psyche which is principally understood and taught as a typology of nine interconnected personality types.
An L-system or Lindenmayer system is a parallel rewriting system and a type of formal grammar. An L-system consists of an alphabet of symbols that can be used to make strings, a collection of production rules that expand each symbol into some larger string of symbols, an initial…
When solving a difficult problem, re-ask the problem so the solution helps you learn faster.
Build and scale ML applications with a cloud platform focused on speed and simplicity.
When Nik Sharma left Mumbai for Ohio years ago, he had to leave his family’s holiday celebration behind too. Now he recreates one of his favorite dishes, chicken cafreal, in his own kitchen.
Before fame, Kurt Vonnegut wrote a master's thesis on the shapes of stories for the anthropology department at the University of Chicago.
Our current networking technology was unfathomable just ten years ago. Now thanks to using fiber optics, data transmits faster than before.
The advent of "big battery" technology addresses a key challenge for green energy – the intermittency of wind and solar.
More than 17 years ago, a successful Michigan attorney took his life on a cherished trout stream, devastating close friends and family. Haunted by what happened, his nephew investigated and discovered tragic truths that were in plain sight all along.
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Crunchy-crisp baked lamb dumplings in a rich, aromatic broth.
Dave Chappelle has a new special about his old show that includes fundamental lessons about how the Internet has changed the content business.
It’s the font we deserve, but is it the one we need right now?
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Equal parts hearty, bright, and completely nourishing.
rga is a line-oriented search tool that allows you to look for a regex in a multitude of file types. rga wraps the awesome ripgrep and enables it to search in pdf, docx, sqlite, jpg, zip, tar.*, movie subtitles (mkv, mp4), etc. ExamplesPDFs Say you have a large folder of papers…
Knowing which customers might churn is helpful, but uplift modeling can give you a new window into the nuances of customers’ responses…
Entropy, cross-entropy, log loss, and KL divergence
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What’s easy for a computer to do, and what’s almost impossible? Those questions form the core of computational complexity. We present a map of the landscape.
With 5G rolling out more quickly as we approach 2021, it may be helpful to touch on the key technologies that make 5G such a speedy success.
The right questions ensure that reps are building rapport, uncovering pain points, establishing need, and clearly articulating value.
In this article, we will learn how to find the optimal size of a transistor/logic gate present in a larger circuit to provide the desired performance using the linear delay model.
This is a list of semiconductor fabrication plants. A semiconductor fabrication plant is where integrated circuits (ICs), also known as microchips, are manufactured. They are either operated by Integrated Device Manufacturers (IDMs) that design and manufacture ICs in-house and…
Market Discovery at Square and PayPal
How to structure quotas, compensation, and territories for a new sales team.
Quantifying the effects of varying different inputs, applied on a gemstone dataset with over 50K round-cut diamonds
We created Algolia to answer the shortcomings of database full text search. It's a SaaS API dedicated to solving app and web developers' struggles.
Explains how to convert pdf to image or vice versa on Linux command line. Further describes how to add a border using Imagemagick.
Leadership Now is a leading source for leadership development and analysis. We believe that anyone can make a difference by leading from where they are.
Source code: Lib/shutil.py The shutil module offers a number of high-level operations on files and collections of files. In particular, functions are provided which support file copying and removal...
There’s something really quite subtle about how the nproc utility from GNU coreutils works. If you look at the man page, it’s even the very first sentence: Print the number of processin…
77 votes, 16 comments. This course has been running successfully now every month since February 2020 - more detail at…
From predicting single sentence to fine-tuning using custom dataset to finding the best hyperparameter configuration.
A Step-by-Step Guide to Host your Models!
Power-up Your Workflow with Cloud instance!