This is a contextual decision-making API which creates the intelligent app and helps in Semantic matching for knowledge bases. Q&A can also be extracted from unstructured text. This provides a service which helps in Knowledge creation from collections of Q&As. It creates rich knowledge resources that can be integrated into apps and services with Knowledge services. It also supports Automatic language detection and text translation.Īn NLP tool for identifying the structure of text such as sentence separation, tokenization, and parts of speech tagging. This API translates text in near real-time for more than sixty languages. It works on text data and functions such as name, sentiment analysis, language detection, and key phrase extraction. Language Understanding Service processes the user’s natural conversational language and understands it to figure out the overall meaning for fetching relevant information. This API focusses on Web-scale, multi-lingual spell check and contextual grammar. Language services ensure that apps and services can understand the meaning of unstructured text or recognize the intent behind a speaker’s utterances. It allows Automatic and Customizable speech recognition and speech transcription ( text- to- speech), as well as Customizable speech models for unique vocabularies or accents. It allows automatic and customizable speech recognition and speech transcription ( speech-to-text), as well as Customizable speech models for unique vocabularies or accents. ![]() This is mainly used for speaker verification and identification This provides real time speech to text translation in various languages on the fly as well as automated and Customizable translation. Convert spoken language into text or produce natural sounding speech from text using standard (or customizable) voice fonts. Speech enables the integration of speech processing capabilities into any app or service. It extracts information like speaker indexing, video/audio text recognition, object, scene and activity detection, translation, audio and key frame extraction, analysis and more. It is built using Azure Media Analytics, Cognitive Services, and Azure Search. This service provides us with an API through which we can upload an image, build and train a custom image classifier. It is extremely helpful with security and identity management. It also helps in emotion and similar face recognition and grouping in images. It also detects facial attributes, gender, age, pose, hair, and more. It detects a human face with high precision face location in the image. This feature returns information about visual content found in an image, like a celebrity or landmark, scene and activity recognition, optical character recognition, and handwriting recognition. It makes sure we are displaying appropriate content in videos. This features helps with the identification of explicit or offensive content moderation for images and videos. Providing APIs through which developers can process the image, either by uploading it or providing the image URL to analyze visual content to extract information. Vision makes it possible for apps and services to accurately identify and analyze content within images and videos. Let us understand in detail as what these APIs are offering us: Vision ![]() ![]() With Azure Cognitive Services’ APIs, it becomes so easy to enhance your applications in 5 areas: vision, speech, language, knowledge and search, so you can take advantage of the possibilities that AI has to offer. And talking in particular about Azure Cognitive Services, the overall experience is just amazing! With smart use of APIs available in cognitive services, you can infuse your apps, websites and bots with intelligent algorithms to see, hear, speak, understand and interpret your user needs through natural methods of communication. Since its inception, Microsoft Azure has always bagged so much into its kitty. Azure Cognitive services are icing on the cake! With acquisition of a vast amount of knowledge in Artificial Intelligence and Machine Learning algorithms, and with their day by day smart usage, possibilities of enhancement on any of your modern applications are just tremendous.
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