Azure Form Recognizer | Extracting Data from Documents using AI | 2023

Azure helps us with extracting data from scanned documents in bulk using Form Recognizer Service. We will be using extracting the documents information in JSON format using below services: a. Layout API b. Pre-built Model c. General Documents and d. Custom Model 🔗 Links: Blog: https://bit.ly/3Z27kgy ▬▬▬▬▬▬ T I M E S T A M P S ⏰ ▬▬▬▬▬▬ 00:00 - Introduction 02:19 - Form Recognizer Capabilities 02:40 - Opening Form Recognizer in Azure Cloud 04:49 - Layout API 06:01 - Extracting Data Layout API 10:32 - Prebuilt Models Introduction, 12:10 - Invoice Prebuilt Model 19:15 - ID Cards Prebuilt Model 21:48 - Receipts Prebuilt Model 24:35 - General Documents API 26:48 - Custom Model 15:38 - Template vs Neural (Custom Model Types) 29:32 - Creating a Project in Custom Data 32:08 - Pre-ready things New Custom Model 34:36 - Prepare, Label, Train, Analyze (High Level Overview Steps) 34:50 - Step 1: Prepare 36:26 - Step 2: Label - Creating Tags 39:36 - Step 2: Label - Tagging Words 42:52 - Step 3: Train the model - Making Form Rec aware of Step 1 & 2 44:43 - Eg 2 - Table Labels (Eg. Vehichle Registration) 47:30 - Step 4: Analyse - Uploading a new document 50:00 - SDK for Project Implementation 51:34 - Wrap Up "Applications have become so powerful in modern era. Today if we use AI and ML in application development, lots of work becomes user friendly in less time" Please subscribe to my channel: https://www.youtube.com/channel/UCiRv... Connect with me 👋 LINKEDIN ► https://www.linkedin.com/in/amirmustafa1 TWITTER ► https://twitter.com/amir__mustafa INSTAGRAM ► https://www.instagram.com/aamir__must... #formrecognizer #azure #artificialintelligence #machinelearning #vision #happylearnings #codingwithamir