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Application of AI
Application of AI
Part 1 – Computer Vision
01 - Computer Vision Applications
02 - What is an Image?
03 - Introduction to Pillow & Image Fundamentals
04 - Introduction to OpenCV
05 - CNN Theory and Implementation with Keras
06 - Transfer Learning and Fine-tuning
06b - CNN Review: Cats vs Dogs
07 - Computer Vision Tasks: Theory and Concepts
08 - Introduction to Ultralytics YOLO
09 - Object Detection with Ultralytics YOLO
10 - Segmentation and Pose Estimation with Ultralytics YOLO
11 - Object Tracking with Ultralytics YOLO
12 - People Counting at a Store Entrance
Part 2 – AI Agents with n8n
Agentic AI with n8n
08b - n8n Setup
08c - n8n Quick Start
Core Concepts and Workflow Patterns
Index