Roboflow Courses

YOLOv9 Tutorial - Train Model on Custom Dataset

1 rating

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

Fine-Tuning SAM-2.1 for Image Segmentation

1 rating

Master image segmentation techniques using SAM-2.1, Meta's advanced model, through hands-on fine-tuning and practical implementation for enhanced computer vision capabilities.

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

Perception Encoder and Improving Visual Understanding

1 rating

Explore Meta's Perception Encoder with researcher Daniel Bolya to enhance visual understanding and improve text-to-image search relevancy through cutting-edge AI models.

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

How to Train Object Detection Transformer on Custom Dataset

1 rating

Train a DETR object-detection transformer on a custom dataset with PyTorch, from COCO annotations and data loaders to inference and evaluation.

• 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

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

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

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

Use Depth Anything V2 to Measure Object Distances in Images and Videos

Discover how to implement AI depth estimation in computer vision projects using Depth Anything V2 to accurately measure distances between objects in images and videos.

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

AI for Occupancy Analytics - Building a Smart Parking System

Discover how to build a smart parking system using computer vision to analyze drone footage, detect trailers, and determine stall occupancy with Roboflow's AI tools and OCR integration.

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

Build a Vision AI App in Minutes - Roboflow Rapid Tutorial

Master building production-ready computer vision apps in minutes with Roboflow Rapid. Create object detection models, implement tracking workflows, and deploy counting solutions.

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

RF-DETR - How to Train SOTA for Object Detection on a Custom Dataset - Step-by-Step Guide

Master RF-DETR, the state-of-the-art object detection model that surpasses YOLO methods. Train custom models using Google Colab or Roboflow Platform with step-by-step guidance.

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

RF-DETR Architecture and How it Works - Why is DETR Better Than YOLO?

Discover RF-DETR, a state-of-the-art object detection model that outperforms YOLO. Learn how to train, test, compare, and deploy this model in your computer vision projects with insights from Roboflow's machine learning team.

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