GCP Artificial Intelligence Services
Leverage AI-ML products on a trusted platform
Sl | Product | Description | Usage | Reference |
---|---|---|---|---|
1 | Vertex AI | Vertex AI brings AutoML and AI Platform together into a unified API, client library, and user interface. AutoML lets you train models on image, tabular, text, and video datasets without writing code, while training in AI Platform lets you run custom training code. With Vertex AI, both AutoML training and custom training are available options. Whichever option you choose for training, you can save models, deploy models, and request predictions with Vertex AI. | Developing ML Models | Vertex AI Reference |
2 | Document AI | Document AI is a document understanding platform that takes unstructured data from documents and transforms it into structured data, making it easier to understand, analyze, and consume. Document AI uses machine learning and Google Cloud to help you create scalable, end-to-end, cloud-based document processing applications. | Document Processing | Document AI Reference |
3 | Natural Language | The Cloud Natural Language API provides natural language understanding technologies to developers, including sentiment analysis, entity analysis, entity sentiment analysis, content classification, and syntax analysis. This API is part of the larger Cloud Machine Learning API family. | Language Processing | Natural Language Reference |
4 | Recommendation AI | Enables you to build an end to end personalized recommendation system based on state-of-the-art deep learning ML models, without a need for expertise in ML or recommendation systems. | Recommender Services | Recommendation AI Reference |
5 | Cloud Vision | Cloud Vision allows developers to easily integrate vision detection features within applications, including image labeling, face and landmark detection, optical character recognition (OCR), and tagging of explicit content. | Image Processing | Cloud Vision Reference |
6 | Video Intelligence | The Video Intelligence API allows developers to use Google video analysis technology as part of their applications. The REST API enables users to annotate videos stored locally or in Cloud Storage, or live-streamed, with contextual information at the level of the entire video, per segment, per shot, and per frame. | Video Processing | VI Reference |
7 | Cloud Translation | Cloud Translation can dynamically translate text between thousands of language pairs. Translation lets websites and programs programmatically integrate with the translation service. | Language Translation | Translation Reference |
8 | Speech-to-Text | Speech-to-Text enables easy integration of Google speech recognition technologies into developer applications. Send audio and receive a text transcription from the Speech-to-Text API service. | Conversion of Audio to Text | Speech-to-Text Reference |