Posts Written by James Gallagher

James Gallagher

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

How to Train a YOLOv9 Model on a Custom Dataset

Learn how to train a YOLOv9 model on a custom dataset.

Launch: Train and Deploy YOLO-NAS Models on Roboflow

Learn how to train a YOLO-NAS model on Roboflow and host the model on your own hardware.

Build a Juice Box Quality Inspection System

Learn how to build a system that ensures the integrity of straws on juice boxes.

Build Enterprise Datasets with CLIP for Multimodal Model Training Using Intel Gaudi2 HPUs

In this guide, learn how to use CLIP on Intel Gaudi2 HPUs to deduplicate datasets before training large multimodal vision models.

Broadcast Computer Vision Predictions with Apache Kafka

Learn how to broadcast predictions from a computer vision model to an Apache Kafka receiver.

How to Broadcast Computer Vision Predictions Over MQTT

Learn how to broadcast computer vision predictions over the MQTT protocol.

How to Detect Objects with YOLO-World

Learn how to detect objects with YOLO-World, a zero-shot, open-vocabulary object detection model.

Chocolate Box Quality Inspection with Computer Vision

Learn how to build a chocolate box quality assurance system with computer vision.

How to Build a Manual Assembly QA System

Learn how to build a manual assembly quality assurance system to ensure products are properly assembled.

YOLO-World: Real-Time, Zero-Shot Object Detection

YOLO-World is a zero-shot, real-time object detection model.

Bottle Cap Inspection with Computer Vision

Learn how to use computer vision to verify the integrity of bottle caps on an assembly line.

First Impressions with Gemini Advanced

Read our first impressions using the Gemini Ultra multimodal model across a range of computer vision tasks.

Use an Image Classification API to Classify Images

Learn how to use the CLIP-powered Roboflow image classification API to assign labels to images.

​​How to Use the Roboflow Product Recognition API

Learn how to use the Roboflow product recognition API to identify the presence or absence of products on a retail shelf.

How to Train an Ultralytics YOLOv8 Oriented Bounding Box Model

Learn how to train a YOLOv8 Oriented Bounding Boxes model with a dataset labeled on Roboflow.

Missing Item Inspection with Computer Vision

Learn how to check if there are missing items in a batch of a product on an assembly line using computer vision.

How to Verify Label Placement on Packages

Learn how to build a system to verify label placement on packages using computer vision.

Identify Solar Panels in Aerial Imagery with Computer Vision

Learn how to identify solar panels in aerial imagery with computer vision.

Vision Tools: Using Computer and Machine Vision

Learn how to use computer and machine vision to improve efficiency on your manufacturing line.

Glass Inspection with Computer Vision

Learn how to build a system to inspect glass with computer vision.

Build an Appearance Inspection System with Computer Vision

Learn how to build an appearance inspection system in a manufacturing facility with computer vision.

Implement Quantity Inspection with Computer Vision

In this guide, we walk through how to build a quantity inspection system with computer vision.

How to Use OCR in Manufacturing

In this guide, we discuss how OCR is used in manufacturing and how you can apply OCR in a manufacturing facility.

How to Use an Image Captioning API

In this guide, learn how to set up and use an image captioning API that you can use to programmatically generate image captions.

Deploy a Wood Surface Inspection System

In this guide, learn how to use a wood surface inspection system to identify defects on wood.