AWS Machine Learning Blog

NOVEMBER 22, 2023

AWS provides tools such as Amazon CloudWatch , tags , and AWS CloudTrail to make it straightforward to accurately identify the cost and usage of workloads, make sure you utilize resources to measure return on investment (ROI), and enable workload owners to optimize their resources and reduce costs.

IDP 77

IDP Auto-classification Machine Learning Auto-complete 77

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 73

Metadata Computer Vision Machine Learning Data Scientist 73

AWS Machine Learning Blog

OCTOBER 2, 2023

Use case: Inspecting the quality of metal tags As an ML engineer, it’s important to understand the business case you are working on. Imagine a production line of a manufacturer that engraves metal tags to create customized luggage tags. To make this process more efficient, we use ML to detect faulty tags early in the process.

DevOps 85

DevOps Automation ML Computer Vision 85

Marktechpost

JANUARY 22, 2024

After human annotation is complete, a machine-learning model automatically examines the tagged pictures to generate the same annotations. Markup Hero is an easy-to-use, flexible, and powerful image annotation tool ideal for real-time collaborative and visual communication. Makingsense.ai

Computer Vision 85

Computer Vision Machine Learning ML Deep Learning 85

Mlearning.ai

MARCH 24, 2023

On one hand, a great part of the Etsy community is strongly against this kind of art. Most AI artists I know, prefer to be fully transparent about their art process, and wouldn’t be willing to sell on a platform that officially banned AI-generated art, even if it’s hardly possible to actually detect it.

AI 52

AI AI Generative AI Machine Learning 52

Bitext

SEPTEMBER 27, 2023

Bitext’s recent open-source contribution offers something fresh and impressive to the AI community. Bitext’s Contribution to the Open-Source Community Bitext has unveiled a dataset that’s not just vast, with nearly 27,000 rows, but also meticulously curated for customer support applications.

Large Language Models 52

Large Language Models Conversational AI LLM Chatbots 52

Marktechpost

MAY 6, 2024

The community votes on user-uploaded mockups of apparel, footwear, and home items designs. Here are the main features: T Advanced Image Tagging Technology, Personalized Engine, Virtual Personal shopper powered by artificial intelligence, visual discovery tool that users can interact with.

AI Tools 85

AI Tools Artificial Intelligence Artificial Intelligence AI 85

Marktechpost

DECEMBER 8, 2023

Language models like GPT and LLaMA contributed to visual perception and were applied in detection, few-shot recognition, explanations, and reasoning. 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 74

AI Researcher AI Research Computer Vision Deep Learning 74

Allen AI

AUGUST 18, 2023

Lack of access to pretraining corpora alongside corresponding language models has been a major obstacle for the broader research community. Similarly, removing toxic content could decrease the ability of the model to detect hate speech. In practice: We use fasttext’s language identification models to tag content by language.

Auto-complete 98

Auto-complete Large Language Models NLP Explainability 98

Heartbeat

APRIL 17, 2023

Part-of-speech (POS) tagging: Each word in the text is tagged with its part-of-speech (e.g., This involves identifying contiguous groups of words that belong together, based on their part-of-speech tags. Active Development: It is an actively developed library, with a large community of contributors and users.

NLP 52

NLP Natural Language Processing Python Machine Learning 52

Marktechpost

SEPTEMBER 6, 2023

Finally, unlike image search engines, they do not examine the query image against a large corpus of images tagged with different metadata. Also, don’t forget to join our 30k+ ML SubReddit , 40k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

Large Language Models 134

Large Language Models LLM Metadata AI 134

IBM Journey to AI blog

AUGUST 8, 2023

Monitor parameters like temperature, vibration and energy consumption to detect early signs of potential failures. Asset tracking: Use asset tracking technologies, such as barcodes or RFID tags, to monitor asset movement and location. Analyzing this data can help identify maintenance needs and optimize asset performance.

Automation 126

Automation Artificial Intelligence Artificial Intelligence AI 126

PyImageSearch

MAY 22, 2023

Home Table of Contents DETR Breakdown Part 1: Introduction to DEtection TRansformers Why DETR and What’s So Special? ? What Is Object Detection? ? Object Detection from the Old Days ? Set Prediction for Object Detection ?️ Transformers and Parallel Decoding for Object Detection ⚡ A Niche Solution ?

Computer Vision 60

Computer Vision Deep Learning Explainability Algorithm 60

NVIDIA

JULY 6, 2023

Stay tuned next Monday for the launch of our next community challenge. Blender, my ultimate 3D app, captivates with its friendly interface, speed, power, real-time rendering, diverse addons, vibrant community, and the best part — it’s free!” Thank you to everyone who participated in the #SetTheScene challenge!

Automation 74

Automation AI AI 74

AWS Machine Learning Blog

OCTOBER 2, 2023

The sample use case used for this series is a visual quality inspection solution that can detect defects on metal tags, which you can deploy as part of a manufacturing process. These can either be private components that you build or public components that are provided either by AWS or the broader Greengrass community.

Automation 84

Automation DevOps ML Machine Learning 84

Mlearning.ai

JUNE 29, 2023

This versatile toolkit stands ready to tackle a myriad of NLP tasks, encompassing vital functionalities such as part-of-speech (POS) tagging, named entity recognition (NER), sentiment analysis, and an array of other indispensable capabilities. pos: Assigns part-of-speech tags to tokens. ssplit: Splits the input text into sentences.

NLP 52

NLP Machine Learning Natural Language Processing Algorithm 52

AWS Machine Learning Blog

NOVEMBER 1, 2023

Combined with large language models (LLM) and Contrastive Language-Image Pre-Training (CLIP) trained with a large quantity of multimodality data, visual language models (VLMs) are particularly adept at tasks like image captioning, object detection and segmentation, and visual question answering.

Auto-classification 87

Auto-classification LLM Auto-complete Generative AI 87

John Snow Labs

OCTOBER 12, 2023

This way, the model publication becomes accessible and convenient for non-technical users who want to share their models with the community. The issue has been fixed, and users can no longer assign the “test” and “train” tags to the tasks in this version. This issue has been resolved. We have now resolved this issue.

NLP 52

NLP Auto-complete Auto-classification Prompt Engineer 52

The MLOps Blog

JUNE 27, 2023

Open-source tools have gained significant traction due to their flexibility, community support, and adaptability to various workflows. Active user community and future roadmap Consider a tool that has a strong and active community of users and developers who can provide feedback, insights, and best practices.

Machine Learning 134

Machine Learning Metadata Data Scientist Data Quality 134

NVIDIA

JULY 13, 2023

Click to view the infographic: Generating the Next Wave of AI Transformation Generative AI for Drug Discovery Today, radiologists use AI to detect abnormalities in medical images, doctors use it to scan electronic health records to uncover patient insights, and researchers use it to accelerate the discovery of novel drugs. In the U.S.,

Generative AI 98

Generative AI AI AI Natural Language Processing 98

AWS Machine Learning Blog

NOVEMBER 15, 2023

This Lambda function identifies CTR records and provides an additional processing step that outputs an enhanced transcript containing additional metadata such as queue and agent ID information, IVR identification and tagging, and how many agents (and IVRs) the customer was transferred to, all aggregated from the CTR records.

Data Ingestion 108

Data Ingestion Metadata NLP Data Scientist 108

deepsense.ai

FEBRUARY 6, 2024

In numerous scenarios, communities have successfully collected large amounts of data covering the full distribution of expected inputs, leading to impressive results in image segmentation. The entire process can be further automated incorporating automatic image tagging using modules like RAM or Tag2Text.

Prompt Engineer 99

Prompt Engineer Prompt Engineering NLP Computer Vision 99

Ofemwire

MARCH 1, 2024

” or “Generate a short story about a detective solving a murder mystery.” Optimizing content with relevant keywords, meta tags, headings, and other SEO elements can help improve its visibility and ranking. Encourage open dialogue and community support for those struggling with mental health issues.”

AI 111

AI AI Natural Language Processing Explainability 111

Heartbeat

JUNE 22, 2023

Tokenization, part-of-speech tagging, named entity recognition, and sentiment analysis are some of the procedures involved in this. Part-of-speech tagging is the identification of the grammatical structure of words and their connections among one another. Tokenization is the method of separating text into single phrases or words.

NLP 59

NLP Chatbots Natural Language Processing Machine Learning 59

Mlearning.ai

JULY 2, 2023

In the vibrant world of Django, community support thrives in abundance. An extensive and dynamic community stands ready to lend a helping hand. This flourishing community ensures that you are never alone on your journey, providing the necessary guidance and support to enhance your development process. and life with it. ?

Data Science 52

Data Science Python Data Analysis AI Tools 52

Sebastian Ruder

AUGUST 15, 2021

Roberto Navigli discussing "hot" topics at ACL 2018 vs ACL 2021 during the opening session This serves as a useful reminder that the community is overfitting to a particular setting and that it may be worthwhile to look beyond the standard Transformer model (see my recent newsletter for some inspiration).

NLP 52

NLP Explainability Neural Network Natural Language Processing 52

John Snow Labs

JULY 19, 2023

Despite the higher price tag, the versatility, advanced capabilities, and unique features of Claude Instant and Claude-v1 demonstrate their value proposition in the rapidly evolving LLM landscape. iteration shows moderate performance in detecting offensive language while excelling in content generation for tasks like email replies.

LLM 98

LLM OpenAI Large Language Models NLP 98

Unite.AI

DECEMBER 26, 2023

Plus, there's a developer Discord community if you ever need help! The color-coded tags make it easy to find the perfect voice for any project, whether it's a professional presentation or a fun video. AI Voice & Text Speech API For developers wanting to implement AI voices in 29 languages for chatbots, websites, apps, etc.,

AI 182

AI AI Chatbots AI Chatbots 182

The MLOps Blog

MARCH 15, 2023

Developers find its strong community and tech support useful. Strong community and tech support. Talend Overview While Talend’s Open Studio for Data Integration is free-to-download software to start a basic data integration or an ETL project, it also comes powered with more advanced features which come with a price tag.

ETL 59

ETL Categorization Automation Data Integration 59

Marktechpost

JUNE 27, 2023

Speaker Detective, backed by artificial intelligence, can quickly and easily tag new speakers. The site is user-friendly enough that even novices may produce podcasts that tell tales and foster community among listeners. Your data is accessible from any location by your collaborators.

AI Tools 80

AI Tools Convolutional Neural Networks Artificial Intelligence Artificial Intelligence 80

ODSC - Open Data Science

FEBRUARY 14, 2023

In the weeks since its release, members of the AI community have worked to test the limits of ChatGPT, unleashing a flood of tweets that made for often-great, and often-troubling entertainment. “It ChatGPT Detection As new as this technology is, work is already underway to detect ChatGPT-generated text.

ChatGPT 124

ChatGPT Large Language Models OpenAI Conversational AI 124

AWS Machine Learning Blog

APRIL 7, 2023

Retailers can deliver more frictionless experiences on the go with natural language processing (NLP), real-time recommendation systems, and fraud detection. From predictive maintenance and computer vision to autonomous driving and fraud detection, JumpStart supports a variety of popular use cases with one-click deployment on the console.

BERT 77

BERT Metadata Natural Language Processing ML 77

Snorkel AI

SEPTEMBER 29, 2023

This process takes raw documents, files, or tabular records and adds one or more tags or labels to each. For example: Written content moderation: Community administrators can use content that has been labeled as unacceptable to develop a model to flag—or block—potentially offensive posts.

Large Language Models 59

Large Language Models Machine Learning Data Science Data Scientist 59

Sebastian Ruder

AUGUST 23, 2021

A benchmark sets a standard for assessing the performance of different systems that is agreed upon by the community. Patterson; foreword to Systems Benchmarking (2020) NLP technology is increasingly used in many real-world application areas, from creative self-expression to fraud detection and recommendation. " —David A.

NLP 52

NLP Natural Language Processing ML Deep Learning 52

The MLOps Blog

JANUARY 5, 2023

There are certain situations where using other means of technology like NFC tags and writing down whatever is being used now is not practical, for whatever reason, and we have the technology now, or we hope to advance this technology to the level that we will be able to identify animals on an individual level from a single or multiple pictures.

Computer Vision 52

Computer Vision Machine Learning ML Explainability 52

AWS Machine Learning Blog

NOVEMBER 22, 2023

Use the “Generative AI” tag as you are browsing the session catalog to find them. Paxton Hall is a Marketing Program Manager for the AWS AI/ML Community on the AI/ML Education team at AWS. He has worked in retail and experiential marketing for the past 7 years, focused on developing communities and marketing campaigns.

ML 103

ML Generative AI Prompt Engineer Prompt Engineering 103

Explosion

NOVEMBER 9, 2016

It shouldn’t matter whether you’re flagging abusive posts or tagging emails that propose meetings. For instance, it’s often useful to pass forward a sequence of part-of-speech tags, in addition to the word IDs. You can then learn tag embeddings, and concatenate the tag embedding to the word embedding.

Deep Learning 52

Deep Learning NLP Convolutional Neural Networks Neural Network 52