Roboflow Courses

Fine-Tuning SAM-2.1 for Image Segmentation

1 review

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
• On-Demand
• Free Video

How to Train Object Detection Transformer on Custom Dataset

1 review

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
• On-Demand
• Free Video

Building a Computer Vision Web App to Measure Liquid Levels with AI

Discover how to build an AI-powered web app that measures liquid levels in glasses, implements scoring algorithms, and creates interactive leaderboards using computer vision and cloud databases.

• YouTube
• 18 minutes
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Building Computer Vision Applications with Workflows and Custom Python Blocks

Learn to create advanced computer vision applications by combining Workflows editor tools with custom Python blocks for gesture detection, data enrichment, and visualization customization.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Build an AI-Powered Self-Serve Checkout and Cost Calculator

Learn to create a computer vision system that identifies hardware items, calculates costs, and stores data using Roboflow Instant training and custom automation workflows.

• YouTube
• 22 minutes
• On-Demand
• Free Video

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

Learn to detect and count objects in polygon zones using YOLOv5, YOLOv8, and Detectron2. Explore real-world examples and leverage the Supervision library for advanced computer vision analytics.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Track & Count Objects Using YOLOv8, ByteTrack & Supervision

Build an application to track and count objects using YOLOv8 for detection, ByteTrack for tracking, and Supervision for counting. Learn to set up the environment, create custom pipelines, and train models on custom datasets.

• YouTube
• 26 minutes
• On-Demand
• Free Video

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

Explore how AI and ML compare to toddlers in object recognition, drawing, and writing. Gain insights into the current capabilities and limitations of machine learning technology.

• YouTube
• 59 minutes
• On-Demand
• Free Video

How to Use the Roboflow Upload API - Python

Learn to programmatically add images and annotations to datasets using Roboflow's Upload API, enabling active learning and continuous improvement of computer vision models.

• YouTube
• 21 minutes
• On-Demand
• Free Video

How to Build a Detectron2 Model with Roboflow and Paperspace Gradient

Learn to build a Detectron2 model using Roboflow for image preprocessing and Paperspace Gradient for GPU-backed training. Covers dataset access, image augmentation, and model development.

• YouTube
• 1 hour
• On-Demand
• Free Video

Intro to Computer Vision - Fireside

Explore computer vision fundamentals, from basic concepts to problem-solving approaches, model building, and ethical considerations in this comprehensive introduction.

• YouTube
• 45 minutes
• On-Demand
• Free Video