Important API’s Of Google Artificial Intelligence
For Ai applications branch of google AI is Google Artificial intelligence research and development, which was previously known as Google Research. There are many products of artificial intelligence is that developed by Google Ai by using cloud api’s. Some of them are as follows :
- Google Auto ML vision – It is used for building image recognition by using a machine learning model.
- Google Assistant – it is used in android devices for voice recognition.
- TensorFlow – For running Machine learning and deep learning it is used as an open source framework
What is Cloud Speech API??
Cloud Speech API uses the machine learning technology that is the technology used for the android recognition feature in Android devices such as voice search in google app, voice typing in the keypad. It supports over 120 languages and also provides high recognition accuracy even in the noisy area. It encapsulates speech recognition models and easy to find api’s for any app developer so that any app can use the voice to text feature in their app. You can combine speech API with other Google cloud api’s.
Features of Cloud Speech API
- Recognizes 120 languages and variants –
Cloud Speech to text API helps you to recognize 120 language and variants, it also supports global language . According to user, they can filter inappropriate content in results for all 120 languages
- Automatically identifies spoken language –
By using Cloud Speech-to-Text user can recognize what type of language is spoken in the Statement (limit to four languages). User can also use this for voice (such as, “What is the temperature in Germany?”) and giving commands (such as, “Turn the volume down.”)
- Analysis of the text transcription for short-form or long-form audio –
By recognizing form streaming audio or speaker Cloud Speech-to-Text can easily stream text results according to the commands of the user.Also, Cloud Speech-to-Text can able to recognize text from audio which is stored in a file as well as It’s capable of interpreting short-form and long-form audio.
- Automatically transcribes proper nouns and context-specific formatting –
It has tailored to work accurately to transcribe proper nouns and work well with real life speech also has appropriate format of the language such as, dates, phones numbers.While comparing in number of words with whole Oxford English Dictionary, Google supports more than 10x proper nouns than that.
- Offers selection of pre-built models, tailored for your use case –
There are many prebuilt speech recognition models by using them user can optimize for the user use case such as commands, voice.– BY GOOGLE CLOUD
It made easy to transcribe medical terminology, ethnic surnames and around 120 languages easily. This service supports quick response time and also supports users base.
– With the help of this API user can type very fastly and easily
– Most of the time it gets what you’re trying to say.
– It’s the future of typing.
-Automatic Back up
-Automatic failure support
WHAT IS CLOUD VISION API ??
Cloud Vision API is the cloud Application programming interface in which it classified different images into thousands of different categories like popular monuments, animal etc, using that it can be able to identify an individual faces and objects in the different kind of images, and can also able to recognize the words from different images in to different languages and scripts.
- Insight from your images – Within the images it can be able to categorize thousands of other objects like flowers, animals, or monuments. Google vision API updates itself with time and with the introduction of new concepts. For highlighting Specific concepts from the images Google has AutoML Vision API through which one can create custom models for that image.
- OCR – Optical Character Recognition (OCR) enables you to detect text within your images, along with automatic language identification. Vision API supports a broad set of languages.
- Power of the web – it uses Google Image Search through which it can find topical entities like Statues, events, celebrities, logos also it supports Millions of entities, which build the confidence of the availability of recent and relevant new images.
- Content moderation – It is easy to moderate the content and detect content which is inappropriate from the crowd-sourced images. This API enables the user to detect different types of content like from adult to violent content, inappropriate to appropriate content which is Powered by Google SafeSearch.
It can extract text from receipts, invoices and images.
1. Label Detection
3. Explicit Content Detection
4. Facial Detection
5. Landmark Detection
6. Logo Detection . It is easy to use as it is easy to access via REST api.
WHAT IS CLOUD VIDEO INTELLIGENCE API ??
Cloud Video Intelligence api makes easy for you to use api’s which helps to analyse videos that are stored anywhere in the cloud. It can also helps for understanding the content quickly from different types of videos.
1 — Object Recognition – recognition of the images or objects from the videos is most important and core focus on Google’s video intelligence API. This feature gives interesting facts which include object search video cataloging, etc.
2 — Behavior & Intent Detection – It can detect the behavior of the object in the video, also there are many data points to detect the data intentions and actions in the videos.
3 — Sentiment Analysis – This technique helps to analyze the sentiments of the text by using text analytic stacks. for example – A Video AI system could process streams from a casino camera and determine whether players on a poker game are anxious, happy or acting suspiciously.
4 — Predictions – This ai models used to predicts and calculates the actions of the objects. for example- If someone asks google “Is it possible to rain today?” the by using this API google will make a prediction that what is the percentage of going to be rain today.
3.Shot change detection
WHAT IS GOOGLE NATURAL LANGUAGE API ??
Cloud natural language API helps to understand the structure and meaning of the sentences into various languages. It can also identify the sentiments. This API makes easier to identify the most important entities of popular people across the world, also it analyzes the sentiments from texts.
1.Syntax Analysis – It can extracts the information into the relating language by breaking the sentence into tokens and after then again analyze it.
2. Sentiment Analysis – It inspects the text which through which it can detect the attitude of the user and converts it emotionally, that it is making positive, negative or neutral sense. 3.Entity Recognition – It can inspect the text into particular entities like what kind of noun, pronoun, etc it is, and returns information about that entity. It can also detect the prevailing emotions of that entity and returns the information accordingly.
4.Content Classification – It can analyze the content and classify the type of content.
- The analysis of customer insights – It can analyze the sentiments of the customers about the brand and their expectations from the brand.
- Content classification – It can classify the whole into different categories and builds a relationship by examining people that how they react to different content.
- Multilingual support – By combining the API with Google NLP it can reach out to thousands of people in the world so that cloud speech is used to extract insights from different conversations.
WHAT IS DIALOG FLOW API??
The Dialog Flow API is one of the powerful API which allows us to create conversational tools without handling NLP. For including the Dialog flow into different products the Dialog flow API provides a REST and gRPC API which makes easy to integrate the product and API. For creating intents, entities and so on, and then forward the user input to the Dialog flow agent so that it can determine user intent by using the API.
It can be used to make –
c)Voice processed platforms