Roboflow Courses

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

Vehicle Tracking and Speed Estimation Using Computer Vision - Open Source Tutorial

Learn to track vehicles and estimate their speed using computer vision techniques. Covers object detection, multi-object tracking, perspective transformation, and speed estimation with practical code implementation.

• YouTube
• 25 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

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

Beyond mAP - How to Evaluate and Improve Vision AI Models

Master vision model evaluation beyond mAP metrics, exploring precision, recall, IoU, and Roboflow's tools to identify issues and improve computer vision performance effectively.

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

How The Field Museum Unlocks New Research Possibilities with Vision AI

Discover how the Field Museum uses computer vision AI to digitize millions of insect specimens, transforming traditional research with automated data extraction and analysis.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

How to Deploy Vision AI Models in the Cloud - Serverless, Dedicated, Batch Processing

Explore three deployment options for computer vision models: serverless APIs for quick scaling, dedicated servers for low latency, and batch processing for cost-efficient analysis.

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

Validate Actions with Vision AI - Building a Web App for Real-Time Drinking Detection

Discover how to build Hydrovisor, a real-time drinking detection web app using Vision AI for automated hydration tracking and action validation on edge devices.

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

Vision AI in a Web Browser - Creating a Scavenger Hunt App with Inference.js

Discover how to run computer vision models directly in web browsers using Inference.js by building a scavenger hunt app prototype with mobile testing capabilities.

• YouTube
• 26 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