Unite.AI

JUNE 6, 2023

Although the tech giant was not the first to enter the AR/VR space, it has certainly made a grand entrance. This is a significant advantage as it offers users the freedom to move around and explore virtual spaces without any encumbrances.

AI 240

AI AI 240

ODSC - Open Data Science

FEBRUARY 22, 2024

On the 9th, Reuters reported that the tool uses machine learning to tag scenes from the company’s vast media library. The way it works is by analyzing and tagging scenes, the Magic Words AI helps to identify content, brands, images , and even the mood within each scene being played.

Metadata 52

Metadata Data Science AI AI 52

Snorkel AI

AUGUST 22, 2023

What are product tags? We use product tags to organize and store descriptive information about our products. These tags capture specific attributes of each product, such as its color, design, and pattern, in a structured manner. Examples of theme-related tags include “Outer Space Rug,” “Bird Decorative Object,” etc.

Computer Vision 52

Computer Vision Machine Learning Data Scientist Generative AI 52

Snorkel AI

AUGUST 22, 2023

What are product tags? We use product tags to organize and store descriptive information about our products. These tags capture specific attributes of each product, such as its color, design, and pattern, in a structured manner. Examples of theme-related tags include “Outer Space Rug,” “Bird Decorative Object,” etc.

Computer Vision 52

Computer Vision Machine Learning Data Scientist Generative AI 52

Marktechpost

AUGUST 1, 2023

Firstly, it should be trained using images from various sources and diverse label spaces. To achieve universality, the detector must learn from multiple sources with varying label spaces to acquire comprehensive and complete knowledge. A universal object detector must possess two critical abilities.

Deep Learning 98

Deep Learning ML AI Researcher AI Research 98

Towards AI

APRIL 14, 2023

Correctly predicting the tags of the questions is a very challenging problem as it involves the prediction of a large number of labels among several hundred thousand possible labels. Compressed sensing XMLC algorithms The idea behind this type of algorithm is to compress the label space into a smaller embedding space.

Algorithm 89

Algorithm Explainability AI AI 89

Snorkel AI

JANUARY 30, 2024

Document chunking and tagging First, we had to improve how the application chunked and tagged documents. Fine tuning the embedding space Next, we moved to the embedding space. Used correctly, they form the foundation of an application ecosystem where data feeds various system components both upstream and downstream.

LLM 52

LLM Large Language Models AI AI 52

Snorkel AI

JANUARY 30, 2024

Document chunking and tagging First, we had to improve how the application chunked and tagged documents. Fine tuning the embedding space Next, we moved to the embedding space. Used correctly, they form the foundation of an application ecosystem where data feeds various system components both upstream and downstream.

LLM 52

LLM Large Language Models AI AI 52

Unite.AI

SEPTEMBER 6, 2023

This realization guided me to redirect my focus toward the realm of technology – a dynamic and unrestrictive space. Our work was one of the first research and development initiatives in this space, and we later sold our IP to insurers for internal analytics and underwriting.

Natural Language Processing 278

Natural Language Processing BERT Large Language Models ML 278

Unite.AI

JANUARY 8, 2024

Any breakdowns could cause widespread power disruptions, and high repair costs amplify these systems’ already steep price tags. Emissions reductions can also stem from using a closer supplier, spacing shipments differently or finding recycled material sources. AI can help through predictive maintenance.

AI 182

AI AI Machine Learning Deep Learning 182

Towards AI

JUNE 24, 2023

ChatGPT Can Now Automate Operational Tasks: The DAM Example Real-life scenarios where ChatGPT can improve your Digital Asset Management platform With the chatter about OpenAI and ChatGPT taking up lots of space and content over the Internet and even here on Medium, it is probably a topic that is familiar to many of you.

Automation 81

Automation ChatGPT Metadata OpenAI 81

Becoming Human

JUNE 5, 2023

It retrieves a list of BeautifulSoup Tag objects representing the topic title tags. It retrieves a list of BeautifulSoup Tag objects representing the topic title tags. It retrieves a list of BeautifulSoup Tag objects representing the topic description tags. for tag in topic_title_tags: .

Python 59

Python Categorization Data Extraction Data Analysis 59

Jay Alammar

OCTOBER 3, 2022

The image information creator works completely in the image information space (or latent space). This property makes it faster than previous diffusion models that worked in pixel space. UNet + Scheduler to gradually process/diffuse information in the information (latent) space. Your browser does not support the video tag.

Neural Network 98

Neural Network Explainability Computer Vision BERT 98

Unite.AI

MAY 8, 2024

We explore some key research directions in this space: A key challenge in applying GNNs is obtaining high-quality feature representations for nodes and edges, especially when they contain rich textual attributes like descriptions, titles, or abstracts.

Neural Network 173

Neural Network Large Language Models LLM BERT 173

Marktechpost

DECEMBER 8, 2023

Co-embedding images and text in a shared space addressed image-text matching, emphasizing phrase grounding. Unlike traditional methods with fixed embeddings, the proposed approach treats recognition as the next token prediction, enabling auto-regressive decoding of tags from image embeddings.

AI Researcher 90

AI Researcher AI Research Computer Vision Deep Learning 90

AWS Machine Learning Blog

APRIL 11, 2023

Optional) Create a Shared Space We can use the SageMaker console or the AWS CLI to add support for shared spaces to an existing Domain by following the steps in the docs or in this blog. We can use lifecycle scripts or shared spaces to extend this work. Caching helps store the installation files (.whl sh setup.sh

ML Engineer 73

ML Engineer ML Data Scientist Machine Learning 73

Pragnakalp

FEBRUARY 14, 2024

Space is used in the Robot Framework to keep test cases, keywords, and the overall test suite structured clearly, making it easier to read and maintain. Settings Library OperatingSystem Test Cases Write Content to Text File [Documentation] Writes content to a text file [Tags] file_operations ${file_path}= Set Variable file1.txt

Robotics 52

Robotics Automation Python Software Development 52

AWS Machine Learning Blog

MAY 5, 2023

Although articles of clothing are labeled with categories (and subcategories) and contain a variety of helpful tags that are extracted from the original product descriptions, the data is not systematically labeled with pattern or style information. It’s an established and well-cited dataset, but it isn’t directly suited for your use case.

Metadata 76

Metadata Computer Vision Machine Learning Data Scientist 76

Marktechpost

JULY 30, 2023

Utilizing AI and machine learning algorithms, the system will create initial tagging structures and recommend relevant questions and answers based on the team’s most frequent areas of inquiry. Stack Overflow’s commitment to fostering trust and transparency is the driving force behind this groundbreaking venture.

Natural Language Processing 98

Natural Language Processing Prompt Engineer Prompt Engineering AI 98

NVIDIA

OCTOBER 5, 2023

Dive into the action now with 29 new games this week: Battle Shapers (New release on Steam , Oct. 3) Disgaea 7: Vows of the Virtueless (New release on Steam , Oct. 3) Station to Station (New release on Steam , Oct. 3) The Lamplighter’s League (New release on Steam , Xbox and available on PC Game Pass, Oct. 7) Tavernacle! (New

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Unite.AI

OCTOBER 16, 2023

The roadmap to LLM integration have three predominant routes: Prompting General-Purpose LLMs : Models like ChatGPT and Bard offer a low threshold for adoption with minimal upfront costs, albeit with a potential price tag in the long haul. It provides facilities for tracking experiments and managing production models.

Large Language Models 189

Large Language Models LLM Machine Learning DevOps 189

Heartbeat

MARCH 22, 2023

It has several text-processing libraries for tokenization, stemming, part-of-speech tagging, semantic reasoning, and many more tasks. This, in turn, reduces the time complexity and space. Part of speech (PoS) Tagging Part of speech tagging involves labeling the words in the text data according to their part of speech.

Natural Language Processing 52

Natural Language Processing NLP Deep Learning Machine Learning 52

Mlearning.ai

APRIL 1, 2023

Word embeddings are vector representations of words in a high-dimensional space that capture the semantics and context of words. Image taken from Efficient Estimation of Word Representation in Vector Space Skip-Gram Architecture The skip-gram architecture predicts the surrounding context words given the centre word. CBOW Architecture.

Deep Learning 52

Deep Learning NLP Natural Language Processing Neural Network 52

Hal Daumé III

JULY 26, 2016

I train an unsupervised HMM on some language data to get something-like-part-of-speech tags out. And naturally the question arises: these tags that come out. Take a system that expects true POS tags and give it induced POS tags instead (at both training and test time). what are they actually encoding? but okay.)

NLP 40

NLP 40

Snorkel AI

MARCH 27, 2024

You’ll find out how highly accurate product tags can be extracted from supplier-provided labels and product images to clean and enrich online catalogs. This delivers higher-quality content for customers and the ability to quickly adapt as customer searches evolve.

Machine Learning 52

Machine Learning Generative AI ML Explainability 52

Snorkel AI

MARCH 27, 2024

You’ll find out how highly accurate product tags can be extracted from supplier-provided labels and product images to clean and enrich online catalogs. This delivers higher-quality content for customers and the ability to quickly adapt as customer searches evolve.

Machine Learning 52

Machine Learning Generative AI ML Explainability 52

AWS Machine Learning Blog

APRIL 23, 2024

For more details on how to get started with SageMaker Studio IDEs, refer to Boost productivity on Amazon SageMaker Studio: Introducing JupyterLab Spaces and generative AI tools and New – Code Editor, based on Code-OSS VS Code Open Source now available in Amazon SageMaker Studio. Choose Create space. Choose Run space.

ML 99

ML Python Machine Learning Generative AI 99

Sebastian Ruder

AUGUST 15, 2021

This paper is a nice example of incorporating linguistic information in the form of dependency relations and part-of-speech tags into language models. They find that incorporating dependencies is more effective than using POS tags. They study different transfer combinations for POS tagging and sentiment analysis.

NLP 52

NLP Explainability Neural Network Natural Language Processing 52

Explosion

NOVEMBER 4, 2021

we’ve added usability improvements for custom training and scoring, improved performance on Apple M1 and Nvidia GPU hardware, and support for space-efficient vectors using floret , our new hash embedding extension to fastText. We’re pleased to present v3.2 of the spaCy Natural Language Processing library. Results updated on Nov.

NLP 52

NLP Natural Language Processing Python 52

Heartbeat

NOVEMBER 22, 2023

tags : (Optional) List of tags to associate with the evaluation. However, Assistant A's response is more comprehensive as it covers both the aspects of relativity - time and space, and the concept of motion relative to a frame of reference. Parameters: prediction : The output string from the first model.

LLM 52

LLM Explainability Metadata Deep Learning 52

Mlearning.ai

JULY 17, 2023

The overall cortical space appears to be allocated slightly differently in the two hemispheres. Is it possible that the hemispheric differences in cortical space allocation cause information to be represented in slightly different ways in the two hemispheres and to confer differential advantages in processing novel and familiar information?”

Neural Network 52

Neural Network Convolutional Neural Networks Machine Learning Data Scientist 52

NLP For Hackers

NOVEMBER 21, 2017

Basically, the more frequent the word is, the greater space it occupies in the image. lower()) wc.recolor(color_func=get_color) plt.figure() plt.imshow(wc, interpolation="bilinear") plt.axis("off") plt.show() POS tagged word cloud The post Quick Recipe: Building Word Clouds appeared first on NLP-FOR-HACKERS. What are Word Clouds?

Python 52

Python NLP 52

Bugra Akyildiz

MAY 12, 2024

The DAC space is growing rapidly with many companies entering the space. It also contains rich information from the web pages, such as visual representation rendered by web browsers, raw HTML structure, clean text, semantic annotations, language and topic tags labeled by industry document understanding systems, etc.

Neural Network 59

Neural Network Large Language Models Python Machine Learning 59

Unite.AI

AUGUST 19, 2023

Affiliates will be relieved to see how much of a time saver this tool is, power up your content with embedded affiliate links and automated affiliate tag integration. The tools are wrapped within the ‘Content Planner', a dedicated space for your ideas, whether they’re fully fleshed out or just a working title.

AI Tools 240

AI Tools AI AI Artificial Intelligence 240

ODSC - Open Data Science

JUNE 13, 2023

Text data: video titles, descriptions, categories, tags filled in by content creators, and comments left by content consumers. Text: post captions, comments, profile descriptions, and tags. Jyotika has been recognized with several awards in the technology and data space.

Data Science 52

Data Science Natural Language Processing Python Machine Learning 52

AWS Machine Learning Blog

APRIL 16, 2024

He helps customers in achieving their desired business outcomes in the Contact Center space by leveraging Amazon Connect, Amazon Lex and GenAI features. He invents, develops, prototypes, and evangelizes new technical features and solutions for Language AI services that improves the customer experience and eases adoption.

Automation 88

Automation Deep Learning Artificial Intelligence Artificial Intelligence 88

TensorFlow

FEBRUARY 14, 2023

you can use the pre-configured hyper-parameter tuning search space. And if you have questions, please ask them on the discuss.tensorflow.org using the tag “TFDF” and we’ll do our best to help. Learn more about advanced usages of TensorFlow Decision Forests and Yggdrasil Decision Forests on this page.

BERT 54

BERT Machine Learning ML Algorithm 54