AWS Machine Learning

JUNE 3, 2024

In today’s data-driven world, industries across various sectors are accumulating massive amounts of video data through cameras installed in their warehouses, clinics, roads, metro stations, stores, factories, or even private facilities. It enables real-time video ingestion, storage, encoding, and streaming across devices.

APIs 122

APIs Accountability Entertainment Construction 122

AWS Machine Learning

JULY 15, 2024

Video dubbing, or content localization, is the process of replacing the original spoken language in a video with another language while synchronizing audio and video. Video dubbing has emerged as a key tool in breaking down linguistic barriers, enhancing viewer engagement, and expanding market reach.

Engineering 130

Engineering Entertainment Big data APIs 130

AWS Machine Learning

SEPTEMBER 26, 2024

Video generation has become the latest frontier in AI research, following the success of text-to-image models. This text-to-video API generates high-quality, realistic videos quickly from text and images. Luma AI’s recently launched Dream Machine represents a significant advancement in this field.

Scripts 128

Scripts APIs Metrics Management 128

AWS Machine Learning

OCTOBER 6, 2022

Synamedia is a leading video technology provider addressing the needs for premium video service providers and direct-to-consumer (D2C) with a comprehensive solution portfolio. Synamedia partnered with AWS to use artificial intelligence (AI) to develop enhanced video search capabilities for long-form video.

APIs 87

APIs Engineering Enterprise Advertising 87

AWS Machine Learning

SEPTEMBER 20, 2024

Amazon Bedrock agents use LLMs to break down tasks, interact dynamically with users, run actions through API calls, and augment knowledge using Amazon Bedrock Knowledge Bases. In this post, we demonstrate how to use Amazon Bedrock Agents with a web search API to integrate dynamic web content in your generative AI application.

APIs 108

APIs Chatbots Construction Engineering 108

AWS Machine Learning

APRIL 9, 2024

In this post, we discuss two new features of Knowledge Bases for Amazon Bedrock specific to the RetrieveAndGenerate API: configuring the maximum number of results and creating custom prompts with a knowledge base prompt template. The following are the results for different values of ‘ numberOfResults ’ parameters.

APIs 139

APIs Engineering Healthcare Education 139

AWS Machine Learning

AUGUST 26, 2024

In this post, we dive into the architecture and implementation details of GenASL, which uses AWS generative AI capabilities to create human-like ASL avatar videos. Users can input audio, video, or text into GenASL, which generates an ASL avatar video that interprets the provided data.

APIs 129

APIs Calibration Best practices Healthcare 129

AWS Machine Learning

NOVEMBER 17, 2023

Amazon Interactive Video Service (Amazon IVS) is a managed live streaming solution that is designed to provide a quick and straightforward setup to let you build interactive video experiences and handles interactive video content from ingestion to delivery. Human moderators assess the result and deactivate the live stream.

APIs 124

APIs Engineering Advertising Accountability 124

TechSee

JUNE 9, 2022

TechSee, a next-generation visual customer assistance solution, and KDDI Evolva will start providing a new contact center “Video Support Service” utilizing video from May 2022. In addition, video-based operations lead to intuitive understanding by customers. Terilogy Co, Ltd.

Telecommunications 109

Telecommunications Construction Contact Center Technical Support 109

VirtualPBX

DECEMBER 8, 2020

It feels even better when a product released within the past year has won an industry accolade, and that’s exactly what’s happened with TMCnet’s 2020 Video Conferencing Excellence Award. Our Video Conferencing feature was in development this spring, in a beta test with select customers by summer, and released to the public by autumn.

voip 85

voip APIs Enterprise Marketing 85

AWS Machine Learning

MAY 17, 2024

Generative AI is a type of artificial intelligence (AI) that can be used to create new content, including conversations, stories, images, videos, and music. While Generative AI can create highly realistic content, including text, images, and videos, it can also generate outputs that appear plausible but are verifiably incorrect.

APIs 139

APIs Construction Engineering Enterprise 139

AWS Machine Learning

JULY 30, 2024

In today’s digital landscape, the demand for audio and video content is skyrocketing. From product documentation in video format to podcasts replacing traditional blog posts, content creators are exploring diverse channels to reach a wider audience. The response from API calls are displayed to the end-user.

APIs 121

APIs Accountability Management Entertainment 121

AWS Machine Learning

APRIL 5, 2024

Amazon Rekognition makes it easy to add image and video analysis to your applications. It’s based on the same proven, highly scalable, deep learning technology developed by Amazon’s computer vision scientists to analyze billions of images and videos daily. Let’s look at a moderation label detection example for the following image.

APIs 134

APIs Advertising Enterprise Technology 134

AWS Machine Learning

NOVEMBER 13, 2024

The solution also uses Amazon Cognito user pools and identity pools for managing authentication and authorization of users, Amazon API Gateway REST APIs, AWS Lambda functions, and an Amazon Simple Storage Service (Amazon S3) bucket. See the extension in action in the video below. Close the side panel.

APIs 134

APIs Scripts Accountability Entertainment 134

AWS Machine Learning

OCTOBER 19, 2023

Companies increasingly rely on user-generated images and videos for engagement. From ecommerce platforms encouraging customers to share product images to social media companies promoting user-generated videos and images, using user content for engagement is a powerful strategy.

APIs 137

APIs Best practices Advertising Accountability 137

AWS Machine Learning

MARCH 29, 2024

The Amazon Lex fulfillment AWS Lambda function retrieves the Talkdesk touchpoint ID and Talkdesk OAuth secrets from AWS Secrets Manager and initiates a request to Talkdesk Digital Connect using the Start a Conversation API. If the request to the Talkdesk API is successful, a Talkdesk conversation ID is returned to Amazon Lex.

Cloud contact 128

Cloud contact Contact Center Chatbots APIs 128

AWS Machine Learning

MAY 15, 2024

Regarding the inference, customers using Amazon Ads now have a new API to receive these generated images. The Amazon API Gateway receives the PUT request (step 1). Finally, the Lambda function receives the image and meta-data (step 7) which are then sent to the Amazon Ads client service through the API Gateway (step 8).

Advertising 135

Advertising APIs Engineering Benchmark 135

AWS Machine Learning

AUGUST 15, 2023

According to a study, by 2021, videos already make up 81% of all consumer internet traffic. This observation comes as no surprise because video and audio are powerful mediums offering more immersive experiences and naturally engages target audiences on a higher emotional level.

Chatbots 94

Chatbots Enterprise Accountability Best practices 94

AWS Machine Learning

MAY 9, 2024

As you’ll see further in the post, Verisk incorporated the Retrieve API and the Query API to retrieve semantically relevant passages for their queries to further improve generation by the LLM. Preprocessing of Images and Videos – The outputs from Amazon Rekognition and Amazon Transcribe were fed into Claude.

Engineering 136

Engineering Customer Support APIs Government 136

AWS Machine Learning

NOVEMBER 1, 2023

PII is in emails, slack messages, videos, PDFs, and so on. This two pass solution was made possible by using the ContainsPiiEntities and DetectPiiEntities APIs. Logikcull’s processing pipeline supports text extraction for a wide variety of forms and files, including audio and video files.

APIs 125

APIs Government Engineering Telecommunications 125

AWS Machine Learning

MARCH 1, 2024

Use hybrid search and semantic search options via SDK When you call the Retrieve API, Knowledge Bases for Amazon Bedrock selects the right search strategy for you to give you most relevant results. You have the option to override it to use either hybrid or semantic search in the API.

APIs 138

APIs Finance Chatbots Enterprise 138

AWS Machine Learning

OCTOBER 16, 2024

With a growing library of long-form video content, DPG Media recognizes the importance of efficiently managing and enhancing video metadata such as actor information, genre, summary of episodes, the mood of the video, and more. DPG Media’s VTM GO platform alone offers over 500 days of non-stop content.

Engineering 126

Engineering Metrics APIs Big data 126

CSM Magazine

MAY 10, 2024

RingCentral has upgraded its platform to allow easy integration of AI, video, and social messaging features into workflows without coding. The new RingSense AI APIs enable users to generate transcriptions, summaries, and speaker identification from audio and video content.

APIs 52

APIs Personalization Customer Service Customer Experience 52

AWS Machine Learning

JUNE 4, 2024

Businesses today heavily rely on video conferencing platforms for effective communication, collaboration, and decision-making. In this demo, an outbound call is made using the CreateSipMediaApplicationCall API. SMA uses a request/response model with an AWS Lambda function to process actions.

Engineering 126

Engineering Accountability Best practices Analytics 126

AWS Machine Learning

MAY 15, 2024

The Amazon Bedrock API returns the output Q&A JSON file to the Lambda function. The container image sends the REST API request to Amazon API Gateway (using the GET method). API Gateway communicates with the TakeExamFn Lambda function as a proxy. The JSON file is returned to API Gateway. Successfully created!

Education 140

Education APIs Engineering Banking 140

AWS Machine Learning

AUGUST 5, 2024

However, much of our data in the digital age also comes in non-text format, such as audio and video files. This can be hard to scale as the volume of unstructured audio and video files continues to grow. Video files (such as mp4) that contain audio in supported languages can also be uploaded to Amazon S3 as part of this solution.

APIs 123

APIs Engineering Chatbots Management 123

AWS Machine Learning

OCTOBER 5, 2022

Before you can evaluate the performance of the API on your use cases, you need to prepare a representative test dataset. The following are some high-level guidelines: Collection – Take a large enough random sample (images or videos) of the data you eventually want to run through Amazon Rekognition. Measure model accuracy on videos.

Metrics 100

Metrics APIs Advertising Enterprise 100

TechSee

JUNE 29, 2023

Similarly, sending the customer visual guidance requires that this LLM management tool sync with a visual AI that can apply augmented reality guidance overlays on top of the received images or live video and display this information to the user.

Chatbots 202

Chatbots Customer Service Wait times APIs 202

AWS Machine Learning

SEPTEMBER 6, 2023

Generative AI is a type of AI that can create new content and ideas, including conversations, stories, images, videos, and music. These SageMaker endpoints are consumed in the Amplify React application through Amazon API Gateway and AWS Lambda functions. For more information, refer to Amazon SageMaker Identity-Based Policy Examples.

Enterprise 131

Enterprise APIs Real estate Construction 131

AWS Machine Learning

NOVEMBER 7, 2022

We explore two ways of obtaining the same result: via JumpStart’s graphical interface on Amazon SageMaker Studio , and programmatically through JumpStart APIs. If you want to jump straight into the JumpStart API code we go through in this post, you can refer to the following sample Jupyter notebook: Introduction to JumpStart – Text to Image.

APIs 115

APIs Scripts Enterprise Big data 115

AWS Machine Learning

SEPTEMBER 23, 2024

Amazon Rekognition supports adding image and video analysis to your applications. To recap how the solution works Traffic intersection video footage is uploaded to your SageMaker environment from an external device. A Python function uses CV2 to split the video footage into image frames. See the following figure.

APIs 128

APIs Scripts Technology Accountability 128

AWS Machine Learning

JUNE 28, 2023

Solution overview Amazon Rekognition and Amazon Comprehend are managed AI services that provide pre-trained and customizable ML models via an API interface, eliminating the need for machine learning (ML) expertise. Amazon Rekognition Content Moderation automates and streamlines image and video moderation.

APIs 114

APIs Advertising Engineering Construction 114

AWS Machine Learning

APRIL 8, 2024

Filters on the release version, document type (such as code, API reference, or issue) can help pinpoint relevant documents. Prepare a dataset for Knowledge Bases for Amazon Bedrock For this post, we use a sample dataset about fictional video games to illustrate how to ingest and retrieve metadata using Knowledge Bases for Amazon Bedrock.

APIs 135

APIs Construction Chatbots Accountability 135

AWS Machine Learning

JULY 3, 2024

Solution overview Knowledge Bases for Amazon Bedrock allows you to configure your RAG applications to query your knowledge base using the RetrieveAndGenerate API , generating responses from the retrieved information. In his free time, he enjoys learning about new tech, playing video games, and spending time with his family.

APIs 136

APIs Banking Metrics Management 136

VirtualPBX

OCTOBER 27, 2020

Now you can use Multiple Auto Attendants, Business SMS, Dynamic Caller ID, and Video Conferencing in many of our plans for both small businesses to enterprises. We’ve also made some changes to our existing features like Priority Support, Call Recording storage, and API, so don’t leave this page before you’ve had a chance to investigate.

voip 98

voip APIs Enterprise Engineering 98

AWS Machine Learning

NOVEMBER 7, 2022

We explore two ways of obtaining the same result: via JumpStart’s graphical interface on Amazon SageMaker Studio , and programmatically through JumpStart APIs. Review training videos and blogs – JumpStart also provides numerous blog posts and videos that teach you how to use different functionalities within SageMaker.

APIs 112

APIs Scripts Enterprise Big data 112

AWS Machine Learning

OCTOBER 26, 2023

After considering several architectures, we designed a system that uploads videos of the transactions to the cloud for processing. Preprocessed videos of these transactions are uploaded to the cloud. Our AI-powered transaction pipeline automatically processes these videos and charges the customer’s account accordingly.

APIs 131

APIs Technology Banking Customer centricity 131