Computer Vision : OCR using Python - GenAI with LLM & RAG

About Computer Vision : OCR using Python - GenAI with LLM & RAG

Master OCR with Python and OpenCV: Become a Computer Vision Expert

Unlock the Power of Text Extraction with AI & Generative AI

This comprehensive course will equip you with the skills to:

Build Cutting-Edge OCR Systems:

Go beyond traditional OCR with Python and OpenCV. Learn to leverage the power of

Large Language Models (LLMs)

and

Retrieval Augmented Generation (RAG)

to create intelligent and accurate text extraction systems.

Master Deep Learning Techniques:

Dive into advanced deep learning models like CTPN and EAST for text detection and recognition.

Integrate GenAI for Enhanced OCR:

Discover how to integrate

Generative AI

with LLMs and RAG to improve OCR accuracy, extract insights from unstructured text, and automate complex document processing tasks.

Apply OCR to Real-World Scenarios:

Implement OCR solutions for a variety of applications, including document digitization, invoice processing, and more.

Stay Ahead of the Curve:

Keep up with the latest advancements in

OCR, Computer Vision, LLMs, RAG, and Generative AI

.

Key Features:

Hands-On Projects:

Gain practical experience with real-world projects, such as invoice processing, KYC digitization, and business card recognition.

Expert Guidance:

Learn from experienced instructors who will guide you through every step of the process.

In-Depth Coverage:

In-Depth Coverage:

Explore a wide range of topics, from

fundamental image processing and deep learning

to

advanced LLM and RAG techniques

.

Dedicated Support:

Get 24/7 support from our team of experts.

Flexible Learning:

Learn at your own pace with self-paced video lessons and downloadable resources.

What You'll Learn:

Fundamental Image Processing:

Understand the basics of image processing, including image formats, color spaces, and image manipulation techniques.

Text Detection and Recognition:

Master techniques for detecting and recognizing text in images and PDFs.

Deep Learning for OCR:

Explore advanced deep learning models like CTPN and EAST for accurate text detection and recognition.

Revolutionize OCR with the power of LLMs and RAG.

Learn to build intelligent text extraction systems by mastering LLM fine-tuning, exploring RAG architectures, and seamlessly integrating OCR outputs into advanced AI pipelines.

Data Preprocessing and Augmentation:

Prepare your data for training deep learning models.

Model Training and Evaluation:

Train and evaluate your models using appropriate metrics.

Deployment Strategies:

Deploy your OCR models to production environments.

Why Choose This Course?

Industry-Relevant Skills:

Develop highly sought-after skills in

OCR, Computer Vision, LLMs, RAG, and Generative AI

to advance your career in AI and machine learning

Real-World Applications:

Learn how to apply OCR to solve real-world problems.

Flexible Learning:

Learn at your own pace with self-paced video lessons and downloadable resources.

Expert Guidance:

Benefit from expert instruction and personalized support.

Career Advancement:

Gain a competitive edge in the job market with advanced OCR skills.

Enroll Now and Unlock the Power of OCR with GenAI, LLMs, and RAG!