YOLO Courses and Certifications

Venelin Valkov

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

6 reviews

Fine-tune YOLO v5 for custom object detection using PyTorch. Learn model installation, training, evaluation, and application on a clothing dataset.

• YouTube
• 31 minutes
• On-Demand
• Free Video

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

How to Implement & Train YOLOv4 for Object Detection

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

YOLOv4 Object Detection Tutorial Series - OpenCV Python Computer Vision

Comprehensive tutorial series on YOLOv4 object detection, covering installation, implementation, and applications in computer vision using OpenCV and Python.

• YouTube
• 4 hours 30 minutes
• On-Demand
• Free Video

The AI University

YOLO V4 Object Detection Crash Course

Learn to implement YOLO v4 for object detection: from image labeling and dataset creation to model training and custom object detection, with hands-on coding and practical applications.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Video

Augmented Startups

YOLO V3 - Robust Deep Learning Object Detection Tutorials

Learn to implement YOLO v3 for robust object detection, from web scraping and dataset annotation to model training and deployment, using OpenCV and Python.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Augmented Startups

YOLOR Object Detection Tutorials - You Only Learn One Representation

Learn advanced object detection techniques with YOLOR, covering implementation, optimization, and real-world applications in computer vision and AI. Gain practical skills for various industries.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Video

Augmented Startups

YOLOX Object Detection

Learn to implement YOLOX object detection, understand its speed and accuracy, explore non-max suppression, and build analytical dashboards using Plotly Dash for computer vision projects.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Roboflow

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

Learn to detect and count objects in polygon zones using YOLOv5, YOLOv8, and Detectron2. Explore real-world examples and leverage the Supervision library for advanced computer vision analytics.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Roboflow

Track & Count Objects Using YOLOv8, ByteTrack & Supervision

Build an application to track and count objects using YOLOv8 for detection, ByteTrack for tracking, and Supervision for counting. Learn to set up the environment, create custom pipelines, and train models on custom datasets.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Venelin Valkov

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

Learn to create custom datasets for YOLOv5 object detection, focusing on clothing items in images using OpenCV, PyTorch, and Python. Includes dataset preparation, format conversion, and file structure explanation.

• YouTube
• 37 minutes
• On-Demand
• Free Video

Nicholas Renotte

Deep Drowsiness Detection Using YOLO, Pytorch and Python

Learn to implement drowsiness detection using YOLO, PyTorch, and Python. Covers object detection, model fine-tuning, and real-time application for driver safety.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

Aladdin Persson

YOLOv3 From Scratch

Comprehensive tutorial on implementing YOLOv3 object detection algorithm from scratch using PyTorch, covering architecture, dataset loading, loss function, and training setup.

• YouTube
• 1 hour 52 minutes
• On-Demand
• Free Video

Aladdin Persson

YOLOv1 from Scratch

Comprehensive tutorial on implementing YOLOv1 from scratch, covering architecture, loss function, dataset preparation, training, and evaluation for object detection.

• YouTube
• 1 hour 43 minutes
• On-Demand
• Free Video

Roboflow

Traffic Analysis with YOLOv8 and ByteTrack - Vehicle Detection and Tracking

Learn real-time traffic analysis using YOLOv8 and ByteTrack for vehicle detection and tracking on aerial images. Explore zone assignment, movement direction, and traffic flow visualization with Python and Supervision.

• YouTube
• 23 minutes
• On-Demand
• Free Video