Udemy – Computer Vision : OCR using Python – GenAI with LLM & RAG 2025-1
Udemy – Computer Vision : OCR using Python – GenAI with LLM & RAG 2025-1 Downloadly IRSpace
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Computer Vision: OCR using Python – GenAI with LLM & RAG is an Optical Character Recognition (OCR) using Python course published by Udemy Online Academy. This course provides in-depth training in Optical Character Recognition (OCR) using Python while integrating artificial intelligence (GenAI), large language models (LLM), and generation augmented retrieval (RAG) for advanced text processing and automation. It covers the fundamentals of OCR, explores popular libraries such as Tesseract and EasyOCR, and teaches how to extract, clean, and analyze text from images and scanned documents. Participants will also work on real-world projects and use AI-based text recognition for document automation, data mining, and chatbot integration.
This course is recommended for computer vision beginners, OCR engineers, OCR specialists, machine learning professionals, and anyone looking to become more effective as a computer vision professional. This course combines computer vision, NLP, and AI-based automation and is ideal for those looking to enhance their OCR systems with modern AI techniques.
What you will learn in Computer Vision : OCR using Python – GenAI with LLM & RAG:
- A quick start on OCR architecture, business solutions and industry use cases
- Learn to implement OCR – Text Recognition with OpenCV and deep learning models
- Use Tesseract and EasyOCR to implement OCR – Text Recognition
- Working with OCR – Text Tagging using Spacy and Regular Expressions
- Discover RAG concepts, its architecture and extract deeper insights from text
- Integrate OCR outputs into RAG pipelines for advanced document understanding and information extraction
- Build OCR solutions for invoice processing with text tagging and XML output and license plate recognition
- Learn to train CTPN and EAST deep learning models on the ICDAR dataset
- Understand image principles and apply them to image processing
- And…
Course specifications
Publisher: Udemy
Instructors: Vineeta Vashistha
Language: English
Level: Introductory to Advanced
Number of Lessons: 121
Duration: 8 hours and 39 minutes
Course topics
Computer Vision : OCR using Python – GenAI with LLM & RAG Prerequisites
Basic Programming skills in Python
Pictures
Computer Vision : OCR using Python – GenAI with LLM & RAG introduction video
Installation guide
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English subtitle
Quality: 720p
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Size
3.1 GB
