YOLO Courses and Certifications

YOLOv4 Object Detection Course

78 ratings at Udemy

How to Implement & Train YOLOv4 for Object Detection

• Udemy
• 5 hours 37 minutes
• On-Demand
• Paid Course

Packt

Computer Vision: YOLO Custom Object Detection with Colab GPU

Master real-time object detection with YOLO. Learn to set up, implement pre-trained models, and custom train YOLOv4 for specific tasks. Gain hands-on experience with image and video processing using Colab GPU.

• Coursera
• 7 hours 39 minutes
• On-Demand
• Paid Course

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

NullSafe Architect

YOLO - From Zero to Creating Applications and Fine-tuning - Tutorial 11

Aprende a implementar YOLO 11 desde cero, desarrollando aplicaciones prácticas y realizando ajustes de fine-tuning para optimizar el rendimiento de detección de objetos.

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

Code With Aarohi

AI and Deep Learning Explained - CNNs, Transformers, GANs, YOLO, GNNs and More

Discover comprehensive AI and deep learning through 115+ tutorials covering CNNs, Transformers, GANs, YOLO, and more with hands-on implementations in TensorFlow and PyTorch.

• YouTube
• 1 day 13 hours 59 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

Augmented Startups

Train YOLOv7 Object Detection on Custom Dataset in Google Colab

Step-by-step guide to train and deploy YOLOv7 object detection on custom datasets using Google Colab's free GPU. Covers model evaluation and inference on images, videos, and webcam.

• YouTube
• 23 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

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

Rob Mulla

YOLOv8 Object Detection - First Look Live Coding

Explore YOLOv8 for object detection in Python, from installation to implementation on images, webcams, and videos. Includes hands-on coding and practical demonstrations.

• YouTube
• 1 hour 32 minutes
• On-Demand
• Free Video

Augmented Startups

Fall Detection App - Official YOLOv7 Pose Estimation

Learn to create a fall detection app using YOLOv7 pose estimation, covering UI design, push-up counting logic, and implementation on both CPU and GPU. Explore real-world applications of computer vision in healthcare.

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

Augmented Startups

Python Weeds Detection Using YOLOR - OpenCV | 2021

Learn to build a real-time weed detection model using YOLOR and OpenCV in Python. Extract weed coordinates and implement computer vision techniques for agricultural applications.

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

Augmented Startups

Creating a Bernie Sanders Detector Using YOLOv4 - OpenCV Python - Computer Vision

Learn to create a Bernie Sanders detector using YOLOv4/v5, OpenCV, and Roboflow. Build datasets, train models, and implement real-time detection on various platforms.

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

Pysource

Build a Real-Time Multi-Camera Tracking System with Python

Master building a scalable real-time multi-camera object detection and tracking system using YOLO and multiprocessing on a single desktop machine.

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