API Archives - Liwaiwai

Making Your Pictures Worth A Thousand Labels! (With Cloud Vision API)

They say a picture is worth a thousand words. But how do you make those words available and useful? Around the world, we are generating more images than ever before, and it’s no surprise that businesses are turning to image recognition technology to help meet the immense opportunities created with this growing set of data. Cloud Vision API is a powerful tool that enables you to perform a variety of tasks including label detection, text recognition, and object tracking on your image data. Whether it’s identifying products in a retail store, analyzing social media posts for brand mentions, or scanning through…

Announcing Accuracy Evaluation For Cloud Speech-To-Text

We are thrilled to introduce Accuracy Evaluation, the newest feature in our Cloud Speech UI, to allow for easy and seamless benchmarking of our Speech-to-Text (STT) API models and configurations. The STT API covers a wide variety of use cases, from dictation and short commands, to captioning and subtitles. Getting the most of STT, however, can be a complicated process. To achieve the highest accuracy on any AI use case requires careful testing and tuning to find just the right configuration. We have been diligently listening to customer feedback, and looking for a quick and effective way to benchmark our…

Announcing API Abuse Detection Powered By Machine Learning

API security incidents are increasingly common and disruptive. With the growth of API traffic, enterprises across the world are also experiencing an uptick in malicious API attacks, making API security a heightened priority. According to our latest API Security Research Report, 50% of organizations surveyed have experienced an API security incident in the past 12 months and of those, 77% delayed the rollout of a new service or application. At the RSA Conference 2023 today, we’re making it faster and easier to help detect API abuse incidents with the introduction of Advanced API Security Machine Learning powered abuse-detection dashboards. Our…

First Dedicated AI Management And MLOps Platform On Google Cloud Marketplace

Editor’s note: Prevision.io has built the first ever pay-as-you-go AI management platform that simplifies the machine learning project lifecycle while offering powerful analytics capabilities. Now available exclusively on Google Cloud Marketplace, users can experiment, build, deploy, and manage AI projects in the cloud in weeks—without having extensive data science knowledge. Similar to the momentum that cloud technology has had in the business world, AI and machine learning are quickly becoming essential to the enterprise. 86% of companies now view AI as a “mainstream technology,” and corporate AI adoption rose 50% in 2021 from the year prior for initiatives such as service-operations optimization and product enhancement.…

Machine Learning

Cloudflare Announces API Gateway; Increases Security For Billions Of Devices And Systems With Robust Machine Learning Engine

Cloudflare, Inc. (NYSE: NET), the security, performance, and reliability company helping to build a better Internet, today announced the Cloudflare API Gateway, providing businesses a simple, fast, and effective way to protect and control all of their APIs (application programming interfaces). Organizations are using APIs more than ever before, yet many of them struggle to secure this traffic as legacy solutions are often expensive, overly complex, and slow. Cloudflare API Gateway will simplify the process of identifying, securing, and managing APIs of any protocol on one of the world’s largest and most interconnected networks. The world runs on APIs—our phones, smartwatches,…

Google Cloud Text-to-Speech API Now Supports Custom Voices

With the rise of digital assistants and conversational interfaces, people have grown accustomed to hearing and speaking to synthetic voices. But what do those voices sound like? Often, pretty repetitive. We’re all familiar with the Google Assistant voice, for example. That’s why we are excited to announce the general availability of Custom Voice in our Cloud Text-to-Speech (TTS) API, a new feature that lets you train custom voice models with your own audio recordings to create unique experiences. For businesses looking to build a strong brand identity, establishing a unique voice can help turn mobile app interactions or customer service based…

Developing High-Quality ML Solutions

When a deployed ML model produces poor predictions, it can be due to a wide range of problems. It can be the result of bugs that are typical in any program—but it can also be the result of ML-specific problems. Perhaps data skews and anomalies are causing model performance to degrade over time. Or the data format is inconsistent between the model’s native interface and the serving API. If models aren’t monitored, they can fail silently. When a model is embedded into an application, issues like this can create poor user experiences. If the model is part of an internal…

Introducing Timeseries Insights API: Real-Time Forecasting And Anomaly Detection Over Trillions Of Events

Businesses are awash in event-driven data, from customers visiting stores or submitting online queries to making purchases or triggering sensors. Leveraging this data for real-time forecasting and anomaly detection is critical to serving customers across changing needs and environments—but doing this kind of time-series analysis in real-time has often required bespoke solutions, saddling businesses with options that are prohibitively expensive and difficult to operate. To help your business more simply and effectively leverage this data, today we’re announcing the Timeseries Insights API, a highly efficient and scalable system that makes it easier for businesses and developers to quickly gather insights from…

Artificial Intelligence

Unveiling A New Visual User Interface For Google Cloud’s Speech-to-Text API

At Google Cloud, we’re committed to making artificial intelligence (AI) accessible to everyone and easier to harness for new use cases. That’s why we’re excited to announce the general availability of our intuitive, new visual user interface for Google Cloud’s Speech-to-Text (STT) API, right in Google Cloud Console, which makes the API much simpler and easier for developers to use. The STT API lets developers convert speech into text by leveraging Google’s years of research in automatic speech recognition and transcription technology. As advancements in AI continue to bring speech to new interfaces and devices, the STT API helps developers add speech…

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