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Breaking the Data Boundaries With General Self-Supervised Learning Approach

Understand how Data2vec achieves general self-supervision on speech, vision, and text data Moden data is complex, diverse, and unsupervised. Data can have different modalities, such as text, image, and audio. In the last two decades, Artificial intelligence (AI) has demonstrated...

May 30, 2022

Tech

Preprocessing and Augmenting Images for Classification in TensorFlow Keras

Image preprocessing and augmentation are important steps before you train statistical algorithms e.g machine learning models on images. Image preprocessing and augmentation can help increase dataset size by generating similar copies of images. It can also improve data versatility which...

May 30, 2022

Tech

The Datasets You Need for Developing Your First Chatbot

Conversational AI assistants are everywhere! Chatbots’ fast response times benefit those who want a quick answer to something without having to wait for long periods for human assistance; that’s handy! This is especially true when you need some immediate advice...

May 30, 2022

Tech

Understanding Input Data Shapes For Neural Networks in TensorFlow Keras

Data comes in a variety of shapes and forms. A dataset can be as simple as a table containing data in the form of rows and columns, and as complex as images and videos with multiple colour channels. In the...

May 26, 2022

Tech

Can Unsupervised Speech Recognition Eliminate Speech Data Annotation?

Learn how modern speech recognition algorithms like wav2vec can potentially recognize all languages in the world Many AI researchers believe that we are decades away from achieving Artificial General Intelligence (AGI) or true human-like intelligence. Though far away, recent advancements in...

May 26, 2022

Tech

What is machine translation and how does it work?

Automatic, instant translation from one language to another once seemed like a gimmick straight out of science fiction. Today, machine learning has infiltrated nearly every industry and revolutionized language translation worldwide. What was once a distant dream is now an...

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

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Author: Datumo