YOLOv8 Nano Couse

Free

YOLOv8 Nano Course

Course
31 Lessons

A free course on YOLOv8. Learn the fundamentals of YOLOv8.

Enroll for FREE

YOLOv8_Notebook.ipynb.zip

Module 1 - Introduction to YOLOv8

Learn YOLOv8 and how it works

1.1 Is YOLOv8 the Future of Object Detection?

1.2 Run YOLOv8 in Google Colab in 1-Click!

1.3 Installing YOLOv8 on Windows 11

1.4: Running YOLO-NAS + v8 on Windows

1.5: Running YOLO-NAS + v8 in Google Colab

Lecture_1.2.pptx

1.6: YOLO-NAS + v8 Object Detection on Images, Video & WebCam in Google Colab

Lecture_1.7.pptx

1.8: Fine-tuning pre-trained YOLO-NAS + v8 models

Fine_Tuning.zip

1.7: Common use cases for YOLO-NAS + v8

Module 2: Training Custom YOLOv8

2.1 Training Process of YOLOv8.mp4

2.2 Custom Dataset Waste Sorting Detection.mp4

2.3 Data Pre-processing.mp4

2.4 Data Augmentation.mp4

2.5 Training, Testing, and Deploying Model on Roboflow.mp4

2.6 Using Roboflow models for AI data annotation.mp4

Module 3: YOLOv8 Object Tracking

3.1 Introduction to Multi-Object Tracking (MOT)

3.2 YOLOv8 with DeepSORT.mp4

3.3 YOLOv8 with Bytetrack.mp4

3.4 YOLOv8 with NorFair.mp4

ByteTrack.zip

3.5 Integrating YOLOv8 + tracking on Streamlit dashboard.mp4

DeepSORT.zip

NorFair Code

Streamlit Starter.zip

Lecture_3.3.pptx

Lecture_3.4.pptx

Lecture_3.1.pptx

Lecture_3.2.pptx

Frequently Asked Questions (FAQ)

How Do I Run the Project Files?

There will be instructions in the lesson of each project.

I've tried running the project files, but I am a beginner.

Ensure that you have the required hardware like a CUDA enabled GPU and have followed the tutorial video step-by-step.

If you are still struggling to get the project working or installed, we provide a 1 hour Remote Desktop Technical Session. In this session, our technical team will log into your PC and help you install all of the require libraries and dependencies and get the project running*.

You can apply for the Remote Technical Assistance HERE

*(Assuming that you have the required hardware).

Where can I connect with AI and CV Developers?

You can Join our Free WhatsApp Computer Vision Community HERE.

Here you can connect and network with like-minded developers.

Are the projects refundable?

This course is free :)