Roboflow Courses

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

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

How to Train Object Detection Transformer on Custom Dataset

1 rating

Learn to train Object Detection Transformers using DETR, from environment setup to custom dataset training and model evaluation. Covers PyTorch, COCO datasets, and PyTorch Lightning for efficient deep learning workflows.

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

Run Vision AI on Live Video Feeds via WebRTC

Discover how to run computer vision on live video feeds using Roboflow's Serverless Streaming API with WebRTC, featuring Python/JS SDKs and real-time demos.

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

AI for Robotics - How Almond Uses Computer Vision with Manufacturing Robots

Explore how Almond integrates computer vision with manufacturing robots for complex picking tasks using multiple AI models like RF-DETR, Grounding DINO, and SAM 2.

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

RMFG Factory Tour - Automating Sheet Metal Operations with Vision AI

Explore how RMFG transforms the $200B+ sheet metal industry using custom computer vision AI to automate manufacturing from quoting to production with live factory tour.

• YouTube
• 52 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

Brand Analysis at Scale with Vision Language Models

Discover how vision language models transform social media images into structured brand insights for advertising strategies using Roboflow Workflows and prompt engineering techniques.

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

Building a Quick Vision AI App to Understand Dog Body Language

Discover how to build a computer vision app that interprets dog body language using object detection and keypoint detection models with Roboflow Workflows.

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

ResNet Image Classification - Build and Deploy an Automated Inspection System

Master ResNet image classification to build automated quality inspection systems that detect defects and evaluate pass/fail criteria in production environments.

• YouTube
• 27 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

RF-DETR, Batch Processing, Instant Training, Serverless Inference, and More - What's New in Roboflow

Discover the latest Roboflow innovations through six mini-presentations covering RF-DETR object detection, instant training, polygon zones, SQL integration, batch processing, and serverless inference for computer vision applications.

• YouTube
• 38 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

Measure Objects with AI - Identifying Common Pitfalls and Increasing Precision

Discover how to train custom AI models to measure physical objects, avoid common mistakes, and improve accuracy through proper calibration and image processing techniques.

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

AI for Blueprint Analysis - How Blueprint Pro AI Delivers Takeoffs in Minutes, Not Weeks

Discover how vision AI transforms construction blueprint analysis, reducing takeoff times from weeks to minutes through custom models and domain-specific training techniques.

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