blog Archives

What is machine translation and how does it work?

Automatic, instant translation from one language to another used to be a gimmick of science fiction flicks. Today, machine learning has eaten its way into nearly every industry and has currently taken over language translation worldwide. This has turned what...

May 26, 2022

Use Cases

KorQuAD Dataset 2.0

This Korean question and answer dataset for web documents MRC was created by LG CNS and Datumo. We created 80,000+ question and answer pairs based on Wikipedia which results in total of 100,000+ pairs of questions and answers, including those...

May 26, 2022

Use Cases

AI for The Underdogs #3

Technology to tear down communication barriers *This dataset has been collected and annotated as part of Datumo’s <2021 AI Training Data Sponsorship Program> and is downloadable from Datumo’s Open Datasets website. Datasets for those with visual and mobility impairment How is...

May 26, 2022

Advancing AI Technology for Vulnerable Populations 2: Currency Data Collection

Currency information datasets for people with visual impairment

Use Cases

Advancing AI Technology for Vulnerable Populations 2: Currency Data Collection

Technology for the marginalized 90 percent *This dataset has been collected and annotated as part of Datumo’s <2021 AI Training Data Sponsorship Program> and is downloadable from Datumo’s Open Datasets website. Currency information datasets for people with visual impairment How is...

May 25, 2022

Advancing AI Technology for Vulnerable Populations 1: Intersection Information Dataset

the startup Wesee’s crosswalk dataset

Use Cases

Advancing AI Technology for Vulnerable Populations 1: Intersection Information Dataset

Technology for the marginalized 90 percent *This dataset has been collected and annotated as part of Datumo’s <2021 AI Training Data Sponsorship Program> and is downloadable from Datumo’s Open Datasets website. Datasets for those with visual and mobility impairment How is...

May 25, 2022

Tech

Image classification Algorithms

An image can be defined as a representation of the real world using a snapshot generated from image generation devices such as cameras and scanners. (Parekh, 2021). Images are represented using a two-dimensional pixel matrix in the computer. Image recognition...

May 25, 2022

What are the best object detection models?

5 of the Best Object Detection Models

Tech

What are the best object detection models?

Object detection models are an integral part of computer vision. They are trained to detect the presence of specific objects in an image or a video. Object detection models play an important role in developing new technologies, like autonomous driving...

May 25, 2022

Why the Speed of Object Detection Is a Game-Changer

Tech

Real-Time Object Detection with YOLO

YOLO is an acronym used in computer vision for You Only Look Once. It refers to an algorithm that uses neural networks to detect objects in images. Since its debut in 2015, it has become the go-to object detection...

May 25, 2022

Tech

Core values of DATUMO

AI is only as smart as the quality of the training data. This article is based on a speech given by David Kim, founder of DATUMO. What is “quality data”? How do you make quality data? AI models achieve intelligence from...

May 24, 2022

Use Cases

Open Datasets – KLUE

Korean Language Understanding Evaluation Benchmark A paper on KLUE, based on datasets collected and processed by Datumo, was accepted at the prestigious AI conference NeurIPS (Conference on Neural Information Processing Systems) 2021. KLUE stands for the Korean Language Understanding Evaluation...

April 20, 2022

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