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Posts Written by James Gallagher

James Gallagher

James is a Technical Marketer at Roboflow, working toward democratizing access to computer vision.

What is an ipynb File?
Learn what an ipynb file is and how to open one in Jupyter Notebook and Google Colab.
James Gallagher
Sep 5, 2024

How to Upload Files into Google Colab
Learn how to upload files efficiently into Google Colab.
James Gallagher
Sep 5, 2024

How to Use Scale-Invariant Feature Transform (SIFT)
Learn how to use SIFT for pattern matching in computer vision workflows.
James Gallagher
Sep 5, 2024

How to Do Template Matching with Computer Vision
Learn how to use template matching to identify a smaller image within a larger image.
James Gallagher
Sep 4, 2024

How to Identify Objects with Image Contouring
Learn how to identify the location of objects in an image with image contouring.
James Gallagher
Sep 4, 2024

How to Monitor Camera Focus with Computer Vision
Learn how to build an automated system to monitor focus levels on computer vision cameras.
James Gallagher
Sep 4, 2024

Detect Small Objects with Roboflow Workflows
Learn how to use Roboflow Workflows to detect small objects with a computer vision model and the SAHI inference technique.
James Gallagher
Sep 4, 2024

How to Count Pixel Colors with Computer Vision
Learn how to count the number of pixels that match a specific color range using computer vision.
James Gallagher
Sep 4, 2024

Deploy Complex Vision AI Workflows with Intel Emerald Rapids
Learn how to build complex vision AI workflows and deploy them on Intel Emerald Rapids CPUs.
James Gallagher
Sep 3, 2024

How to Draw Segmentation Masks with Python
Learn how to draw segmentation masks with the supervision Python package.
James Gallagher
Sep 3, 2024

How to Display Keypoint Detections with Python
Learn how to plot detections from popular keypoint detection models (i.e. MediaPipe) in Python.
James Gallagher
Sep 3, 2024

How to Display an Image in Google Colab
Learn how to display an image in Google Colab with the supervision computer vision and image processing Python package.
James Gallagher
Sep 3, 2024

How to Train and Deploy YOLOv10 with Intel Emerald Rapids
Learn how to train and deploy YOLOv10 models on Intel Emerald Rapids systems.
James Gallagher
Sep 3, 2024

How to Draw a Bounding Box with Python
In this post, we discuss how to use the Roboflow supervision library to draw and fill a bounding box in Python.
James Gallagher
Sep 3, 2024

How to Build an Automated Multimodal Data Labeling Pipeline
Learn how to build an automated multimodal data labeling pipeline with Roboflow Workflows.
James Gallagher
Aug 29, 2024

Launch: Roboflow Workflows
Roboflow Workflows lets you build computer vision applications in a web editor and deploy them on your own hardware.
James Gallagher
Aug 29, 2024

Launch: Use Segment Anything 2 with Roboflow
Learn how to use SAM 2 as a label assistant, spin up a SAM 2 API, and integrate SAM 2 with complex computer vision Workflows.
James Gallagher
Aug 29, 2024

Launch: Dedicated Deployments
When you deploy a computer vision model, you may want to have a dedicated server, or several servers, to which you can route requests to your vision model. This is
James Gallagher
Aug 21, 2024

How to Build a Computer Vision Active Learning Workflow
Learn how to build an active learning pipeline for computer vision projects with Roboflow Workflows.
James Gallagher
Aug 7, 2024

How to Label Data with Grounded SAM 2
Learn how to use Grounded SAM 2 with Autodistill to auto-label data for image segmentation models.
James Gallagher
Jul 31, 2024

What is Segment Anything 2 (SAM 2)?
Learn about Meta AI's new Segment Anything 2 model and how you can use it for image and grounded image segmentation.
James Gallagher
Jul 30, 2024

Monitor Assembly Line Throughput with Computer Vision
Learn how to monitor assembly line throughput with computer vision.
James Gallagher
Jul 25, 2024

Identify Solar Panel Locations with Computer Vision
Learn how to identify solar panel locations with computer vision.
James Gallagher
Jul 25, 2024

How to Build a CPG Inventory Cataloging System
Learn how to build a Consumer Packaged Goods inventory management system with computer vision.
James Gallagher
Jul 25, 2024

How to Build an Automated License Plate Reading Application
Learn how to build an automated license plate reading application with computer vision.
James Gallagher
Jul 25, 2024

James Gallagher

James is a Technical Marketer at Roboflow, working toward democratizing access to computer vision.