Top 4 azure-computer-vision Open-Source Projects
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Azure-Computer-Vision-in-a-day-workshop
Azure Computer Vision 4 (March 2023 - Florence) workshop in a day
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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vector-search-azure-cosmos-db-postgresql
This sample shows how to build vector similarity search on Azure Cosmos DB for PostgreSQL using the pgvector extension and the multi-modal embeddings APIs of Azure AI Vision.
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Azure-ComputerVision-ImageAnalysis
Azure-ComputerVision- Caption and Dense captions (version 4.0 preview)
To better illustrate this concept, I'm sharing this GitHub code that demonstrates the functionality in action: Azure-ComputerVision-ImageRetrieval. Additionally, I highly recommend this repository by Serge Retkowsky. In there, you'll find fantastic examples and demonstrations to kick-start your learning journey in the world of Azure Cognitive Services for Vision.
Project mention: Use HNSW index on Azure Cosmos DB for PostgreSQL for similarity search | dev.to | 2024-03-14In the Jupyter Notebook provided on my GitHub repository, you'll explore text-to-image and image-to-image search scenarios. You will use the same text prompts and reference images as in the Exact Nearest Neighbors search example, allowing for a comparison of the accuracy of the results.
To better illustrate this concept, I'm sharing this GitHub code that demonstrates the functionality in action: Azure-ComputerVision-ImageRetrieval. Additionally, I highly recommend this repository by Serge Retkowsky. In there, you'll find fantastic examples and demonstrations to kick-start your learning journey in the world of Azure Cognitive Services for Vision.
The APIs it uses to extract this knowledge from the images are the image analysis APIs. I have created a console application in .NET using C# to demonstrate the powerful capabilities of the Florence model. This app gives you hands-on experience with Azure's Cognitive Services for Vision. You can explore different features, such as adding captions to images and dense captions. For those interested in testing this service using the console application, please visit my Github repository: Azure-ComputerVision-ImageAnalysis. Here, you'll find the necessary code and instructions to get started.
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Index
What are some of the best open-source azure-computer-vision projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Azure-Computer-Vision-in-a-day-workshop | 42 |
| 2 | vector-search-azure-cosmos-db-postgresql | 8 |
| 3 | Azure-ComputerVision-ImageRetrieval | 2 |
| 4 | Azure-ComputerVision-ImageAnalysis | 1 |
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