AWS Machine Learning Blog

MARCH 1, 2024

Next, you set up OAuth2 credentials in Genesys Cloud for authorizing the API call to get the final transcript. Deploy the solution After you have set up the Genesys EventBridge integration, you can deploy an AWS Serverless Application Model (AWS SAM) template, which deploys the remainder of the architecture. Choose Add Client.

Automation 88

Automation Chatbots ML Conversational AI 88

deepsense.ai

FEBRUARY 6, 2024

It all began with the Segment Anything Model (SAM) from Meta AI, followed by rapid advancements in zero- and few-shot image segmentation. To achieve this, SAM utilizes two encoders: one for encoding the image and another for encoding the prompt. Additionally, SAM brings computational efficiency through the reuse of embeddings.

Prompt Engineer 99

Prompt Engineer Prompt Engineering NLP Computer Vision 99

Towards AI

NOVEMBER 21, 2023

Last Updated on November 22, 2023 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. Safe to say you have followed the twists and turns of the drama, so we won’t cover here in detail, but in summary, OpenAI’s board fired its CEO, Sam Altman, on Friday with no prior warning to key staff or stakeholders.

OpenAI 91

OpenAI AI AI Neural Network 91

AWS Machine Learning Blog

NOVEMBER 15, 2023

One such breakthrough is the Segment Anything Model (SAM) by Meta AI, which has the potential to revolutionize object-level segmentation with zero-shot or few-shot training. By combining the strengths of SAM with the rich data provided by BDD100K, we showcase the potential of visual prompt engineering with different versions of SAM.

Prompt Engineer 85

Prompt Engineer Prompt Engineering Computer Vision Machine Learning 85

PyImageSearch

SEPTEMBER 18, 2023

Home Table of Contents SAM from Meta AI (Part 2): Integration with CLIP for Downstream Tasks SAM and CLIP Integration Configuring Your Development Environment Need Help Configuring Your Development Environment? Looking for the source code to this post? zero-shot image classification, text-to-image retrieval, and image similarity).

Computer Vision 67

Computer Vision Deep Learning AI AI 67

Towards AI

NOVEMBER 10, 2023

Last Updated on November 11, 2023 by Editorial Team Author(s): Sumit Pandey Originally published on Towards AI. After YOLOv8 and SAM (Segment Anything Model), the most anticipated computer vision model is DINOv2.

Computer Vision 106

Computer Vision AI AI Machine Learning 106

Towards AI

MARCH 5, 2024

Author(s): Towards AI Editorial Team Originally published on Towards AI. Elon Musk sued OpenAI and CEO Sam Altman after a long-running disagreement about OpenAI’s departure from its original charity structure and open-source focus. It was a difficult week for OpenAI in particular.

LLM 78

LLM OpenAI AI AI 78

AI Weekly

NOVEMBER 16, 2023

futurism.com Yuval Noah Harari : AI could cause ‘catastrophic’ financial crisis rtificial intelligence could cause a financial crisis with “catastrophic” consequences, according to the historian and author Yuval Noah Harari, who says the technology’s sophistication makes forecasting its dangers difficult.

AI Researcher 201

AI Researcher AI Research Robotics Artificial Intelligence 201

Marktechpost

JULY 10, 2023

To segment rendered depth pictures using SAM, researchers have developed the Segment AnyRGBD toolkit. The produced depth picture is then sent into SAM since researchers have shown that people can readily recognize things from the visualization of the depth map. Over-segmentation in SAM has reduced thanks to the produced depth picture.

AI Tools 52

AI Tools AI Researcher AI Research ML 52

Towards AI

MAY 7, 2024

Author(s): Towards AI Editorial Team Originally published on Towards AI. Speculation that these were new models being tested by OpenAI was fueled significantly by cryptic tweets from Sam Altman — always adept at keeping OpenAI in focus! GPT-4 or GPT-3). Deploy today:– NVIDIA’s L40S GPU (48GB) @ $1.32/hour– Hottest News 1.OpenAI

Robotics 76

Robotics Chatbots OpenAI AI 76

Towards AI

MARCH 23, 2023

Last Updated on March 23, 2023 by Editorial Team Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Learn the differences between both concepts Photo by Sam Moghadam Khamseh on Unsplash In statistics and data science, we often encounter correlation and causation terms.

Data Science 94

Data Science AI AI Machine Learning 94

Mlearning.ai

JULY 10, 2023

In the following article, we will delve into an overview of the groundbreaking advancements in object segmentation models, specifically focusing on the revolutionary Fast Faster SAM. We will explore the key components of Fast Faster SAM, its impressive capabilities, and how it addresses the challenges faced by its predecessors.

AI Researcher 52

AI Researcher AI Research Computer Vision Explainability 52

Towards AI

FEBRUARY 13, 2024

Author(s): Towards AI Editorial Team Originally published on Towards AI. However, it wouldn’t be surprising that Sam expects the chip market to grow far beyond current levels and for this to require huge associated investment (including energy demands).

Metadata 100

Metadata OpenAI AI AI 100

AWS Machine Learning Blog

AUGUST 9, 2023

Solution overview To accomplish the tasks, the following flow of the data is considered: Segment Anything Model (SAM) and Stable Diffusion Inpainting models are hosted in SageMaker endpoints. Host the SAM model on a SageMaker endpoint We use the notebook 1_HostGenAIModels.ipynb to create SageMaker endpoints and host the SAM model.

Generative AI 73

Generative AI Computer Vision Machine Learning AI 73

AI Impacts

OCTOBER 20, 2023

Maybe an Orwellian police state in time for 1984 , or a World Authority designed to regulate nuclear weapons that got out of hand. Sam Altman 7 If we don’t get AI, I think there’s a 50%+ chance in the next 100 years we end up dead or careening towards Venezuela. 7 Sam Altman. 3 None of this happened. New York Times.

AI 147

AI AI Algorithm AI Researcher 147

Towards AI

NOVEMBER 23, 2023

Last Updated on November 24, 2023 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. Most employees decided to sign and send a letter to the OpenAI direction board to bring back Sam Altman (OpenAI’s CEO) who was just fired last Friday, or they would leave with him. Talk about a community.

Large Language Models 95

Large Language Models OpenAI AI AI 95

AWS Machine Learning Blog

SEPTEMBER 6, 2023

Step 1: Select an object (“vase”) from the image Step 2: Confirm the correct object is highlighted Step 3: Provide a text prompt (“futuristic vase”) to modify the object To power this solution, we use three generative AI models: Segment Anything Model (SAM), Large Mask Inpainting Model (LaMa), and Stable Diffusion Inpaint (SD).

Generative AI 94

Generative AI AI Modeling Deep Learning ML 94

AWS Machine Learning Blog

MARCH 21, 2023

Install the AWS SAM CLI. To do that, run the following command: sam delete --stack-name usage --region us-east-1 Conclusion In this post, we showed how you can use the new integration from SageMaker with Service Quotas to automate the requests for quota increases for SageMaker resources. Choose Next. Choose Create alarm.

Machine Learning 73

Machine Learning Data Science Automation ML 73

AWS Machine Learning Blog

NOVEMBER 30, 2023

Prerequisites For this walkthrough, you must have the following prerequisites: An AWS account AWS Serverless Application Model Command Line Interface (AWS SAM CLI ) The solution uses the AWS SAM CLI for deployment. Make sure that you’re using latest version of AWS SAM CLI. You need Docker for this.

Metadata 88

Metadata ML Machine Learning Automation 88

BAIR

MARCH 11, 2024

The above header text is needed to format the title, authors, etc. Jobs Interested In: Research Scientist Sam Toyer Email: sdt@berkeley.edu Website: [link] Advisor(s): Stuart Russell Research Blurb: My research focuses on making language models secure, robust and safe. These are comments in HTML.

Robotics 344

Robotics Natural Language Processing Machine Learning Computer Vision 344

Towards AI

FEBRUARY 6, 2024

Author(s): Towards AI Editorial Team Originally published on Towards AI. Sam Altman Says GPT-5 Will Be ‘Okay’ OpenAI CEO Sam Altman adopts a cautious tone when discussing AI, recently describing the anticipated GPT-5 as merely “okay” at Davos. This balanced approach suggests a strategic shift towards tempered communication.

Neural Network 102

Neural Network Machine Learning Large Language Models AI 102

Towards AI

DECEMBER 28, 2023

Last Updated on December 30, 2023 by Editorial Team Author(s): Luhui Hu Originally published on Towards AI. AI Power for Foundation Models (source as marked) As we bid farewell to 2023, it’s evident that the domain of computer vision (CV) has undergone a year teeming with extraordinary innovation and technological leaps.

Computer Vision 103

Computer Vision Robotics Large Language Models Algorithm 103

NYU Center for Data Science

FEBRUARY 16, 2024

Rein and Michael, together with their co-authors, employ the idea of using debate to discern the truth in AI outputs. Their new research, particularly “ Debate Helps Supervise Unreliable Experts ,” builds upon the project of verifying AI-generated information, a task growing in difficulty and importance as AI systems advance.

AI 82

AI AI Data Science 82

Topbots

DECEMBER 5, 2023

Sparks of Artificial General Intelligence: Early experiments with GPT-4 (research paper) Sparks of AGI: early experiments with GPT-4 (a talk by the paper’s first author Sébastien Bubeck) Where can you get implementation code? Where to learn more about this research? Not applicable 2. Where to learn more about this research?

AI Researcher 111

AI Researcher AI Research Natural Language Processing Neural Network 111

AWS Machine Learning Blog

MARCH 22, 2023

Finally, install the AWS SAM CLI. Deploy the workflow To deploy the workflow, clone the GitHub repository : git clone [link] cd rekognition-customlabels-automation-with-stepfunctions sam build sam deploy --guided These commands build, package and deploy your application to AWS, with a series of prompts as explained in the repository.

Automation 77

Automation Machine Learning Computer Vision ML 77

AWS Machine Learning Blog

NOVEMBER 1, 2023

Addressing complex challenges like image-to-text segmentation, we use the containerized Grounded Segment Anything module, synergizing with the Grounded DINO and Segment Anything Model (SAM) mechanism for text-driven object detection and segmentation. was developed to integrate Grounded-SAM methods: !pip box_threshold=0.5,

Auto-classification 87

Auto-classification LLM Auto-complete Generative AI 87

AWS Machine Learning Blog

JUNE 21, 2023

The AWS Serverless Application Model Command Line Interface (AWS SAM CLI) , to build and deploy your SAM application. You need these when deploying the AWS Serverless Application Model (AWS SAM) application. On your terminal, run sam delete to delete the Salesforce integration Lambda functions.

Software Development 69

Software Development AI AI ML 69

ODSC - Open Data Science

MARCH 8, 2024

In a lawsuit filed last Thursday night in San Francisco Superior Court, Elon Musk has accused OpenAI, along with its CEO Sam Altman and Microsoft, of reneging on the foundational ethos of the artificial intelligence research company.

OpenAI 52

OpenAI Artificial Intelligence Artificial Intelligence Data Science 52

Towards AI

APRIL 18, 2023

Last Updated on April 19, 2023 by Editorial Team Author(s): Sriram Parthasarathy Originally published on Towards AI. For example, in the simulation, one of the characters, Sam meets Latoya, a character who shares that she is working on a photography project.

Artificial Intelligence 84

Artificial Intelligence Artificial Intelligence AI AI 84

NYU Center for Data Science

SEPTEMBER 28, 2023

The Genesis of ML² ML², a subset of the larger CILVR Lab (Computational Intelligence, Learning, Vision, and Robotics), has its roots in the collective vision of CDS Associate Professor of Linguistics and Data Science Sam Bowman and CDS Associate Professor of Computer Science and Data Science Kyunghyun Cho.

Machine Learning 84

Machine Learning NLP ML Large Language Models 84

Robot Writers AI

DECEMBER 31, 2023

Just when you thought the saga of ChatGPT could not get any more enthralling, its maker threw us a curveball in Q4 by attempting to deep-six its charismatic CEO Sam Altman — and potentially relegate the world-famous tool to the ‘could-have-been-a-contender’ bin.

Auto-complete 111

Auto-complete ChatGPT OpenAI AI 111

Robot Writers AI

APRIL 14, 2024

. “It’s an exciting moment for journalism and technology, maybe a little too exciting, which makes it difficult to plan for the next year let alone what may transpire in the next 10 years,” says Aimee Rinehart, co-author of the AP study. Writesonic is great for auto-generating blog posts and similar copy, while Word.ai

AI Engineer 105

AI Engineer AI AI ChatGPT 105

Flipboard

MAY 31, 2023

Somewhere between the proposed pause and headlong adoption of AI lie the social, economic, and political challenges of creating the regulations that tech CEOs like OpenAI’s Sam Altman and Google’s Sundar Pichai have asked governments to create. Neal Award for best range of work by an author for her biomedical, geoengineering, and AI coverage.

Artificial Intelligence 143

Artificial Intelligence Artificial Intelligence AI AI 143

Flipboard

AUGUST 1, 2023

The FTC has said it will crack down using existing authority to prevent “the sale or use of — for example — racially biased algorithms”; what these enforcement actions might look like in practice is as yet unclear. In their testimony before Congress , OpenAI CEO Sam Altman and NYU professor Gary Marcus both endorsed creating a new agency.

Explainability 119

Explainability Artificial Intelligence Artificial Intelligence AI 119

Towards AI

JANUARY 24, 2024

Last Updated on January 25, 2024 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, Meta’s AI strategy was in focus, with Mark Zuckerberg boasting of Meta’s GPU hoard and outlining his open-source-focused AI vision.

Large Language Models 86

Large Language Models LLM AI AI 86

Towards AI

AUGUST 11, 2023

Last Updated on August 12, 2023 by Editorial Team Author(s): Aditya Anil Originally published on Towards AI. This time, however, OpenAI might not have announced the Gpt 4.5 — keeping up with Sam Altman’s (CEO of OpenAI) statement to adhere to the six pause letter. What is it hinting to us? Image: Bing Image Creator + Canva I.

OpenAI 81

OpenAI ChatGPT Machine Learning Deep Learning 81

Marktechpost

JULY 10, 2023

Recently, a segmentation model called SAM introduced a model that could support multiple prompts, but its interaction is limited to only boxes or points, and it does not provide semantic labels as output. Most segmentation models today are only able to use spatial hints like clicks or scribbles or referring segmentation using language.

AI 77

AI AI Computer Vision AI Tools 77