• 9 min read
Launch: Roboflow Instant Models
Roboflow Instant is a free, quick-to-train, few-shot model that requires as few as a half-dozen labelled images to produce an accurate object detection model.
• 4 min read
Launch: Manage Computer Vision Deployments with Device Manager
Learn how to use the Roboflow Device Manager to manage computer vision deployments.
• 7 min read
Launch: Train and Deploy RF-DETR Models with Roboflow
Learn how to train RF-DETR models with Roboflow Train and deploy RF-DETR models with Roboflow Workflows and Inference.
• 7 min read
Launch: Roboflow Batch Processing
Learn how to use Batch Processing to run multi-step vision AI workflows on a folder of images or videos.
• 5 min read
What Is Edge AI And How Does It Work?
By running models "at the edge," companies can benefit from high performance, fast decision making, reduced cloud costs, and enhanced security.
• 6 min read
Rock, Paper, Scissors with AI: How to Make Multiplayer Games
SUMMARY
HandLand is an open-source template for building two-player, gesture-controlled games in the browser using computer vision models from Roboflow Universe. The repo ships three complete games, including Rock Paper Scissors and a standoff game called 007, using WebRTC for peer video and native WebSockets for real-
• 4 min read
Launch: Dedicated Deployments
SUMMARY
Roboflow Dedicated Deployments provision exclusive CPU or GPU servers pre-configured with Roboflow Inference, removing the need to manage hardware, drivers, TLS certificates, or scaling yourself. Two environment types are available: a short-lived development tier billed by the hour for testing and prototyping, and a persistent production tier
• 5 min read
Count Objects on a Conveyor Belt Using Computer Vision
SUMMARY
This tutorial builds an end-to-end system for counting bolts and nuts on a moving conveyor belt, covering every stage from data collection to local deployment. Video frames are annotated using Roboflow's auto-labeling with Grounding DINO, a custom detection model is trained in the cloud,
• 5 min read
Edge vs. Cloud Deployment: Which is Right for Your AI Project?
Learn what edge and cloud deployment are and how to evaluate which is best for your AI projects.
• 2 min read
Roboflow is now available in Google Cloud Marketplace
Streamline procurement, deployment, and billing for Google Cloud customers building vision solutions with Roboflow.
• 7 min read
AWS Lookout for Vision Migration
Learn how to migrate data from AWS Lookout for Vision and train new classification and segmentation models.
• 6 min read
Launch: Use YOLO11 with Roboflow
Learn about how you can use Roboflow to assist with YOLO11 data labeling, modeling and model training, and deployment.
• 6 min read
How to Train YOLOv11 Instance Segmentation on a Custom Dataset
Learn how to fine-tune a YOLOv11 instance segmetnation model with a custom dataset and deploy the model with Roboflow Inference.
• 12 min read
Build an Egg Counting System with Computer Vision
Learn how to build a system to count eggs on an assembly line using computer vision.
• 8 min read
How to Build a Reading Assistant with AI
SUMMARY
This tutorial builds an interactive reading assistant that detects a finger pointing at a word on a page using an object detection model, reads the word using OCR, and then calls GPT-4 to pronounce it aloud, all wired together inside a Roboflow Workflow and run as a live
• 6 min read
How to Deploy Hugging Face Models with Roboflow
SUMMARY
Computer vision model weights hosted on Hugging Face, including YOLOv8 variants for detection, segmentation, classification, and keypoint tasks, can be downloaded with Git-LFS and uploaded directly to Roboflow for edge or private-cloud deployment via Roboflow Inference. This guide walks through each step, from cloning model weights to
• 7 min read
How to Build a Computer Vision Active Learning Workflow
Learn how to build an active learning pipeline for computer vision projects with Roboflow Workflows.
• 5 min read
Launch: Deploy PaliGemma Models with Roboflow
Learn how to deploy PaliGemma models with Roboflow.
• 8 min read
People Counting Using Computer Vision
SUMMARY
Computer vision-based people counting tracks entry and exit flows in real time, giving organizations accurate occupancy data that manual headcounts cannot match at scale. This tutorial uses a people detection model from Roboflow to build a working counter that draws bounding boxes, overlays a running tally on each
• 6 min read
Launch: Deploy Florence-2 with Roboflow
Learn how to deploy a Florence-2 model with Roboflow.
• 12 min read
Build Computer Vision Applications with Roboflow and Gradio
Learn how to build computer vision applications with Roboflow and Gradio.
• 5 min read
How to Use GPT-4 To Extract Handwritten Text from Images
SUMMARY
This tutorial builds a pipeline that combines a custom object detection model trained in Roboflow with GPT-4 Vision inside a Roboflow Workflow to extract and structure handwritten information from homework booklets. The object detection model localizes handwritten marks, and GPT-4 Vision reads time and name fields, with
• 4 min read
How to Set Up a Basler Camera on a Jetson
Learn how to set up a Basler camera on an NVIDIA Jetson for use in running computer vision models.
• 8 min read
What is Non-Max Merging?
Learn what Non-Max Merging (NMM) is and how to use NMM with comptuer vision mmodel predictions.
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