• 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.
• 6 min read
Gesture-Based Presentation Controller using Computer Vision
Learn how to use computer vision to build a gesture-based presentation controller.
• 5 min read
Launch: Computer Vision Model Monitoring with Roboflow
Learn how to use Roboflow's Model Monitoring solutions to monitor production vision model deployments at scale.
• 6 min read
Launch: Deploy YOLOv9 Models with Roboflow
Learn how to deploy YOLOv9 models in the cloud and on your own hardware with Roboflow.
• 3 min read
Launch: Run Vision Models on Multiple Streams
Learn how to deploy computer vision models on multiple streams concurrently with Roboflow Inference.
• 14 min read
What is Image Matching? An Introduction.
Learn what image matching is and how to use the cv2 Python package to perform image matching.
• 5 min read
Realtime Video Stream Analysis with Computer Vision
In this guide, we use computer vision to process multiple live video streams to perform analysis and gain insights.
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