YOLO Courses and Certifications

Train YOLO for Object Detection with Custom Data

1075 ratings at Udemy

Build your own detector by labelling, training and testing on image, video and in real time with camera: YOLO v3 and v4

• Udemy
• 7 hours
• On-Demand
• Paid Course

YOLOv4 Object Detection Course

73 ratings at Udemy

Learn to implement and train YOLOv4 for object detection in a 6-hour course. Gain skills in Python, OpenCV, CUDA, and Darknet, and create a social distancing monitoring app.

• Udemy
• 6 hours
• On-Demand
• Paid Course

Venelin Valkov

Object Detection on Custom Dataset with YOLO - Fine-Tuning with PyTorch and Python Tutorial

5 reviews

Learn to fine-tune a pre-trained YOLO v5 model using a custom clothing dataset with Venelin Valkov. Understand YOLO, install libraries, evaluate results in under 1 hour.

• YouTube
• 31 minutes
• On-Demand
• Free Online Course

YOLOv4 Object Detection Tutorial Series - OpenCV Python Computer Vision

YOLOv4 Object Detection - How it Works & Why it's So Amazing! | OpenCV Python | Computer Vision.Social Distancing Monitoring App using YOLO v4 using DeepSORT Object Tracking DEMO. Face Recognition Attendance GUI PyQt - 1 Hour Course.

• YouTube
• 4 hours 30 minutes
• On-Demand
• Free Online Course

The AI University

YOLO V4 Object Detection Crash Course

Learn to build and train custom object detection models using YOLO v4 in a 2-3 hour program from The AI University.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Online Course

Augmented Startups

YOLO V3 - Robust Deep Learning Object Detection Tutorials

Learn robust deep learning object detection with YOLO v3 in a 1-2 hour program by Augmented Startups, covering implementation, training, and deployment.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Online Course

Augmented Startups

YOLOR Object Detection Tutorials - You Only Learn One Representation

Augmented Startups offers a 3-4 hour tutorial series on YOLOR object detection, covering its application in computer vision, AI model training, and rapid web development.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Online Course

Augmented Startups

YOLOX Object Detection

Learn YOLOX object detection with Augmented Startups, using COLAB's free cloud GPU. Understand Non Max Suppression and build an analytical dashboard using Plotly Dash.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Online Course

Aladdin Persson

YOLOv1 from Scratch

Learn to implement YOLO from scratch with Aladdin Persson's 1-2 hour material, covering architecture, loss function, dataset, and training setup.

• YouTube
• 1 hour 43 minutes
• On-Demand
• Free Online Course

Roboflow

Count People in Zone - Using YOLOv5, YOLOv8, and Detectron2 - Computer Vision

This course teaches the fundamentals of object detection using Python, covering environment setup, simple implementations of YOLOv8 and Detectron2, an advanced YOLOv5 example, and a conclusion.

• YouTube
• 21 minutes
• On-Demand
• Free Online Course

Roboflow

Track & Count Objects Using YOLOv8, ByteTrack & Supervision

This course teaches how to use YOLOv8 and Supervision to detect and track vehicles in a video and count objects across lines, and how to use custom datasets to train YOLOv8 models.

• YouTube
• 26 minutes
• On-Demand
• Free Online Course

Venelin Valkov

Create YOLO Dataset for Custom Object Detection Using OpenCV, PyTorch, and Python Tutorial

Learn to create a custom dataset for object detection with YOLOv5 using OpenCV, PyTorch, and Python in under an hour with Venelin Valkov. Includes Google Colab notebook.

• YouTube
• 37 minutes
• On-Demand
• Free Online Course

Nicholas Renotte

Deep Drowsiness Detection Using YOLO, Pytorch and Python

This course covers the basics of computer vision & image processing using the YOLO library, from installing dependencies to training a custom model & detecting drowsiness.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Online Course

Roboflow

Traffic Analysis with YOLOv8 and ByteTrack - Vehicle Detection and Tracking

Learn real-time traffic analysis using YOLOv8 and ByteTrack with Roboflow. Understand vehicle detection, tracking, and traffic flow analysis in under an hour.

• YouTube
• 23 minutes
• On-Demand
• Free Online Course

Launchpad

YOLOv4 - Optimal Speed and Accuracy of Object Detection

Learn optimal speed and accuracy in object detection with YOLOv4 in less than an hour with Launchpad. Explore new features, Mish Activation Function, and Spatial Attention Mechanism.

• YouTube
• 25 minutes
• On-Demand
• Free Online Course