This series is designed for developers interested in quickly getting up to speed on what IBM Maximo Visual Inspection offers and how to use it. The series consists of step-by-step tutorials, deep-dive videos, and complete examples of working code. As you proceed through the material, you will learn about more advanced features as well as different use cases for Maximo Visual Inspection.
- Article
Introduction to computer vision
Get an overview of computer vision with deep learning and learn how it can help your applications recognize what an image represents or find objects in an image.
- Article
Introduction to computer vision using IBM Maximo Visual Inspection
Get an overview of computer vision using IBM Maximo Visual Inspection. With an easy-to-use UI, you can learn about computer vision, create custom models, and easily build your own custom apps from example code patterns.
- Tutorial
Build and deploy an IBM Maximo Visual Inspection model and use it in an iOS app
Learn how to build and deploy a model using IBM Maximo Visual Inspection and then integrate it into an iOS application.
- Code Pattern
Locate and count items with object detection
This code pattern demonstrates how to use IBM Maximo Visual Inspection Object Detection to detect and label objects within an image.
- Code Pattern
Object tracking in video with OpenCV and Deep Learning
Use automatic labeling to create a model from a video, then use the model to annotate a video.
- Code Pattern
Validate computer vision deep learning models
Compare inference results with ground truth test data to continuously evaluate model accuracy
- Code Pattern
Develop analytical dashboards for AI projects with IBM Maximo Visual Inspection
Deploy a customizable dashboard to visualize video and image analytics.
- Code Pattern
Automate visual recognition model training
Training a visual recognition model can be repetitive and tedious. Users generally have to manually upload and label each individual image. This code pattern shows how to automate these repetitive tasks by monitoring a set of folders using a Python script. As images are added to each folder, they'll be…
- Code Pattern
Load IBM Maximo Visual Inspection inference results in a dashboard
Explore a dashboard that lets you extract image analysis data from an IBM Maximo Visual Inspection instance.
- Code Pattern
Build an object detection model to identify license plates from images of cars
Use OCR and the 'IBM Maximo Visual Inspection' object recognition service to identify and read license plates.
- Code Pattern
Automate your video analysis
This pattern teaches you how to use a script that we provide that monitors a folder for changes.
- Code Pattern
Glean insights with AI on live camera streams and videos
Analyze live video streams with object detection and image classification models trained in the IBM Maximo Visual Inspection platform.
- Code Pattern
Analyze live video streams using IBM Maximo Visual Inspection
In this code pattern we'll provide a web application that has the ability to capture images from pre-recorded video or streaming cameras, and analyze each image using IBM Maximo Visual Inspection models.
- Code Pattern
Monitor objects over time with IBM Maximo Visual Inspection
This web application generates a line graph showing objects detected in a video feed. Users can view the stages of any process in chronological order.