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2 days ago The Azure Vision Studio portal at portal.vision.cognitive.azure.com supports a wide range of functionalities leveraging Azure's AI Vision capabilities. These functionalities include:
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Optical Character Recognition (OCR): Extracts printed and handwritten text from images and documents, supporting various languages and writing styles. This is useful for digitizing business documents, invoices, receipts, posters, business cards, letters, and whiteboards.
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Image Analysis: Provides detailed insights from images, including detecting objects, faces, adult content, and generating auto-generated text descriptions. It can also tag images, categorize them, and identify brands and celebrities.
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Face Recognition: Detects, recognizes, and analyzes human faces in images. This can be used for identity verification, touchless access control, and privacy features like face blurring.
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Video Analysis: Includes capabilities such as spatial analysis and video retrieval. Spatial analysis tracks the presence and movement of people in real-time, while video retrieval enables searching within video content using natural language queries.
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Custom Vision: Allows users to train custom image classification and object detection models with minimal images, enabling tailored AI solutions without extensive machine learning expertise.
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Digital Asset Management: Enhances the organization, storage, retrieval, and management of digital media assets by grouping and identifying images based on logos, faces, objects, colors, and generating searchable keywords and captions.
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Spatial Analysis: Analyzes environments in real-time to understand people’s movements and presence, useful for scenarios like crowd management and safety monitoring.
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Responsible AI: Provides guidelines and tools to ensure the ethical and accurate use of AI Vision capabilities.
These features collectively enable robust image and video analysis, making Azure Vision Studio a powerful tool for developers and businesses looking to integrate advanced visual recognition and analysis into their applications
Azure Open AI is services from Auzure platform for Generative AI
Here we can perform search I has APIs using REST, we can
Dense Captions. : For every Item detected in the image, it can generate caption Background Removal
Microsoft is doing
Ideas:
Do Video context explanation. Search on top of it.
Take many pictures & Generate context. Search on top of it.
Similar ones are available in HuggingFace.