Background removal with Azure API

 In Azure Portal

Under cognitive services you have below options

Fetch Endpoint and Keys after deployment

Example code in link

Keep Exploring!!!

ChatGPT - LLM - Vector databases - Document Search - Engines

Text is getting revolutionized everywhere. Search, Summarize, Content enrichment, etc..

• Azure Cognitive Search, you can search through millions of documents or data points.
• Azure OpenAI service uses its language modeling capabilities to understand the question and the context provided by the search engine, to generate an answer in natural language.

Ref - Link

Keep Exploring!!!

Video - Translations + Azure Media Services

Content, background, repost with translated content

                                Content, background, repost with translated content

Applied video analytics customization, emotions, lip sync

Ref - Link

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Unwritten rules to prepare architecture slides

• Use transparent logos, Keep all logos professional and not different backgrounds
• Use logos available from the company websites
• Follow the background as-is, GCP has a grayish background, AWS most of it has black background, and Azure blue
• Keep the page full, well spread out like the architecture slide should look and include every possible flow
• Reference templates
• Keep all font sizes consistent, Component level fonts, module level fonts
• Differentiate different blocks based on functionality
• Add a narrative wherever needed
• Technical Content is king, Communication is impact but presentation is the catalyst
• Iterate/review / get inspiration and keep working

AWS - Link1

Azure - Link1, Link2

GCP - Link1, Link2

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Cloud Comparison - Good Read

A good paper on cloud comparison, I was looking for such a handy paper for a long time

Paper - Public Cloud Infrastructure Vendors 

Key Notes

Service Types

Compute Services

Infra

Serverless

Storage

Database

Big Data

Real Time Streaming

ML Service 

Networking

Additional Services

Very good Work and Nice Summary from Paper!!!

Azure Video Analytics - Webinar Lessons

Simplifying Vision AI in Azure IoT Central

Key Notes

• Simplify IoT Solution development
• Vision Analytics
• Collecting Video Signals process at edge
• Video processing pipeline
• Insights sent to IoT Central
• Device management in cloud
• Insights with PowerBI
• Azure media services live analytics
• OnVIF Module

Azure IoT Apps - Link

• Custom app
• Azure Media Services Account
• Azure Edge Run Time
• IoT Central Application

Link1 - Steps

• Azure IoT Central video analytics application template to 
• Template for an IoT Edge gateway device
• Add a gateway device to your IoT Central application

Link2 - Steps

• Create an Azure VM with the Azure IoT Edge runtime installed
• Prepare the IoT Edge installation to host the live video analytics module and connect to IoT Central

Link3 - Steps

• Add object and motion detection cameras to your IoT Central application.
• Manage your video streams and play them when interesting events are detected.

Experiment More!!!

Keep Thinking!!!