Roboflow Courses

Traffic Analysis with YOLOv8 and ByteTrack - Vehicle Detection and Tracking

Track vehicles in aerial roundabout imagery, assign them to entry zones, and trace their paths to analyze traffic flow.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Real-time Video Analytics Using RTSP Stream and Computer Vision

Master real-time video analytics using RTSP streams and computer vision to build monitoring systems for object counting, duration tracking, and traffic analysis.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

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

Detect and count people inside custom polygon zones with YOLOv5, YOLOv8, Detectron2, and Supervision across shopping mall, subway, and market scenes.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Track & Count Objects Using YOLOv8, ByteTrack & Supervision

Build a computer vision pipeline that detects, tracks, and counts vehicles or conveyor objects with YOLOv8, ByteTrack, and Supervision.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Is Machine Learning Smarter Than a Toddler? - Roboflow + OpenCV Webinar

A comparison of machine learning and toddler abilities in object recognition, drawing, and writing, using computer vision experiments and model benchmarks.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

How to Use the Roboflow Upload API - Python

Use Python and Roboflow’s Upload API to add images and annotations to datasets for active-learning workflows.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

How to Build a Detectron2 Model with Roboflow and Paperspace Gradient

Build an end-to-end Detectron2 object-detection model by preparing public image data in Roboflow and training it in a GPU-backed Paperspace notebook.

• YouTube
• 1 hour
• Self-Paced
• Free Video

Florence-2: Creating and Deploying Custom Vision Language Models

Master vision language modeling with Florence-2, from fine-tuning techniques to practical implementation in computer vision projects using Roboflow's Workflows for object detection and OCR tasks.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

YOLO11: Performance Benchmark and Real World Use Cases

Explore YOLO11's performance benchmarks, compare it to previous models, and learn to build real-world applications using this cutting-edge object detection technology.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

YOLO11: How to Train for Object Detection on a Custom Dataset - Step-by-Step Guide

Master YOLO11 object detection from dataset selection to model deployment. Learn image labeling, local and Colab training, hyperparameter tuning, performance evaluation, and real-world implementation in this comprehensive guide.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video

How to Use OCR: Getting Started with Optical Character Recognition

Explore OCR models, benchmark performance, and follow a step-by-step guide to implement Optical Character Recognition in your projects.

• YouTube
• 10 minutes
• Self-Paced
• Free Video

Building a Smart Parking System with License Plate Detection and OCR

Master building a smart parking management system with license plate detection, vehicle tracking, and real-time notifications using YOLOv8, ByteTrack, and Roboflow Workflows.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

YOLOv12: Fine-Tuning for Custom Object Detection and Text Export to CSV

Master YOLOv12 object detection by learning model fine-tuning, custom training, and building applications to identify shipping containers with OCR text extraction and CSV export capabilities.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Keyence IV3 Camera Setup and Configuration Guide

Master the complete setup and configuration process of the Keyence IV3 camera, from initial hardware connections to advanced features like FTP server integration and defect detection tools.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

How to Run Vision Models on Multiple Video Streams and Manage Everything in One Place

Master real-time vision model deployment across multiple video streams while centralizing management, reducing hardware needs, and streamlining monitoring for efficient AI implementation.

• YouTube
• 11 minutes
• Self-Paced
• Free Video