Roboflow Courses

Model Evaluation for Computer Vision - Precision, Recall, F1 Score, and Confusion Matrix

Explore key metrics for evaluating computer vision models, including precision, recall, F1 score, and confusion matrices, to enhance your understanding of model performance.

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

Football AI Tutorial: From Basics to Advanced Stats with Python

Learn to build an AI system for advanced football analytics using computer vision and machine learning. Covers player tracking, team identification, and stats calculation like ball possession and speed.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Active Learning in Computer Vision

Discover techniques for creating active learning pipelines to leverage production data in training advanced computer vision models.

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

Advanced Computer Vision Workflows with Foundation and Custom Models

Build computer vision applications by combining foundation models like Segment Anything 2 with custom trained models like YOLOv8, using Roboflow Workflows for efficient and powerful image processing pipelines.

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

Computer Vision Hardware Configuration - Cameras, Lenses, and GPUs for Vision AI

Explore essential hardware components for vision AI: cameras, lenses, and GPUs. Learn selection criteria and deployment options for optimal computer vision systems.

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

Dwell Time Analysis with Computer Vision - Real-Time Stream Processing

Optimize processes using computer vision for wait time analysis. Learn object detection, tracking, and time calculation in zones to enhance customer experience and improve efficiency.

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

YOLOv9 Tutorial - Train Model on Custom Dataset

Learn to set up, train, and deploy YOLOv9 for custom object detection, including model evaluation, inference, and practical applications like self-service checkout systems.

• YouTube
• 21 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

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

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

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

How to Fine-Tune SmolVLM2 - Convert Documents into JSON

Master SmolVLM2 fine-tuning to digitize paper documents into JSON format. Build AI applications that read invoices and extract structured data from various document types.

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

Control PTZ Cameras with AI - ONVIF Integration with Object Tracking

Master PTZ camera automation with AI-powered object tracking using ONVIF integration, computer vision workflows, and real-time demonstrations.

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

Auto Labeling Image Data - How to Annotate a Dataset and Train a Vision AI Model

Discover how to speed up dataset annotation using AI-assisted labeling tools, then train an RF-DETR model for pill counting with live webcam testing in this hands-on tutorial.

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