Computer Vision: YOLO Custom Object Detection with Colab GPU

• Introduction to YOLO Object Detection
• $7 Million Cybersecurity Scholarship by EC-Council
• Chapter 1 Quiz

• Environment Setup - Installing Anaconda
• Chapter 2 Quiz

• Python Basics - Assignment
• Python Basics - Flow Control
• Python Basics - Data Structures
• Python Basics - Functions
• Chapter 3 Quiz

• Installing OpenCV Library
• Chapter 4 Quiz

• Introduction to CNN
• Chapter 5 Quiz

• YOLO Pre-trained Object Detection from Image - Part 1
• YOLO Pre-trained Object Detection from Image - Part 2
• YOLO Pre-trained Object Detection from Image - Part 3
• YOLO Pre-trained Object Detection from Image - Part 4
• Chapter 6 Quiz

• YOLO Pre-trained Object Detection from Image - NMS - Part 1
• YOLO Pre-trained Object Detection from Image - NMS - Part 2
• Chapter 7 Quiz

• YOLO Pre-trained Object Detection from Real-time Webcam Video
• Chapter 8 Quiz

• YOLO Pre-trained Object Detection from Pre-saved Video
• Chapter 9 Quiz

• Introduction to Custom Trained YOLO Model
• Chapter 10 Quiz

• YOLOv4 Custom Training Phase 1 - YOLOv4 Introduction and Downloading Weights
• YOLOv4 Custom Training Phase 1 - YOLOv4 Preparing Darknet
• Chapter 11 Quiz

• YOLOv4 Custom Training Phase 2 - Data Collection - Part 1
• YOLOv4 Custom Training Phase 2 - Data Collection - Part 2
• Chapter 12 Quiz

• YOLOv4 Custom Training Phase 2 - Image Labelling - Part 1
• Chapter 13 Quiz

• YOLOv4 Custom Training Phase 2 - Train Test Split
• Chapter 14 Quiz

• YOLOv4 Custom Training Phase 2 - Data Preparation - Part 1
• YOLOv4 Custom Training Phase 2 - Data Preparation - Part 2
• Chapter 15 Quiz

• YOLOv4 Custom Training Phase 3 - Preparing Files Sync to Drive
• YOLOv4 Custom Training Phase 3 - Connecting Colab and Drive
• Chapter 16 Quiz

• YOLOv4 Custom Training Phase 4 - Compile and Test Darknet - Part 1
• Chapter 17 Quiz

• YOLOv4 Custom Training Phase 5 - Chart and Training Progress Analysis
• Chapter 18 Quiz

• YOLOv4 Custom Training Phase 5 - Finalizing Training Download Weights
• Chapter 19 Quiz

Chapter 2 Quiz

• OpenCV Upgrade for YOLOv4
• Chapter 21 Quiz

• YOLOv4 Pretrained Object Recognition from Image and Video
• Chapter 22 Quiz

• YOLOv4 Custom Coronavirus Detection from Image
• Chapter 23 Quiz

• YOLOv4 Custom Coronavirus Detection from Video
• Chapter 24 Quiz

• Other Sample Real-world Case Studies
• Chapter 25 Quiz