GCP Vision AI API Service
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A GCP Vision AI API Service is a cloud-based vision service that is a GCP services.
- Context:
- It can be accessed via GCP Vertex Vision.
- …
- Example(s):
- Counter-Example(s):
- See: Google Translate.
References
2023
2022
- https://googlecloudcommunity.com/gc/AI-ML/Cloud-Vision-API-in-Vertex-AI/m-p/495849
- QUOTE: ... Vision API is primarily used to detect vision features like image labeling, face and landmark detection, optical character recognition (OCR), and tagging of explicit content. While Vertex Vision AI is an end to end solution to ingest, analyze and store video and image data.
2023
2023
- chat
- Google Cloud Vision AI API is a part of Google Cloud Platform (GCP) that provides pre-trained machine learning models for image analysis tasks. It allows developers to easily integrate powerful computer vision features into their applications without having extensive knowledge of machine learning or computer vision.
- The Vision AI API supports a wide range of functionalities, including:
- Label Detection: Identifies the content of an image by assigning relevant labels or tags.
- Optical Character Recognition (OCR): Extracts and identifies text within an image.
- Face Detection: Detects faces within an image and provides information about facial features, such as the position of eyes, nose, and mouth.
- Landmark Detection: Identifies popular landmarks and structures in an image, such as the Eiffel Tower or the Statue of Liberty.
- Logo Detection: Detects and recognizes well-known company logos within an image.
- Explicit Content Detection: Determines if an image contains adult or violent content.
- Object Localization: Identifies the location of objects within an image and provides bounding box coordinates.
- Image Properties: Provides information about an image's dominant colors and other properties.
2022
- https://cloud.google.com/vision-ai/docs/overview
- QUOTE: Vertex AI Vision is an AI-powered platform to ingest, analyze and store video data. Vertex AI Vision lets users build and deploy applications with a simplified user interface.
Using Vertex AI Vision you can build end-to-end computer image solutions by leveraging Vertex AI Vision's integration with other major components, namely Live Video Analytics, data streams, and Vision Warehouse. The Vertex AI Vision API allows you to build a high level app from low level APIs, and create and update a high level workflow that combines multiple individual API calls. You can then execute your workflow as a unit by making a single deploy request to the Vertex AI Vision platform server.
- QUOTE: Vertex AI Vision is an AI-powered platform to ingest, analyze and store video data. Vertex AI Vision lets users build and deploy applications with a simplified user interface.