• 13 min read
Detect and Describe Flowers with Computer Vision and Generative AI
Use computer vision to detect the location of and describe flowers in an image using computer vision and ChatGPT.
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Timothy M
Latest Posts by Timothy M
• 10 min read
Automatic Bottle Orienter with Computer Vision
Learn how to estimate the orientation of a water bottle using computer vision.
• 11 min read
Counting Rebar with Computer Vision
Learn how to build an application that counts rebar using computer vision.
• 9 min read
Build a Gesture-Based Light Controller with Computer Vision
Learn how to build a gesture-based light controler using computer vision
• 7 min read
Building an IoT-Powered Exercise Tracker with Computer Vision
In this article, Timothy Malche shows how he built a push up counting system with computer vision.
• 8 min read
Monitoring Plant Growth using Computer Vision
In this blog post we will show how computer vision can be used to monitor plant growth. We will focus on the height measurement technique.
• 10 min read
Aerial Fire Detection with Drone Imagery and Computer Vision
In this article, Timothy Malche shows the steps he followed to build an aerial fire detection system with drone imagery and computer vision.
• 5 min read
Detect and Segment Oil Spills Using Computer Vision
SUMMARY
Drone footage of an oil spill carries enough information to determine spill volume, thickness, and spatial extent, but only if the imagery is analyzed with a model trained to distinguish those properties. This post walks through building an instance segmentation model that labels oil spill regions by thickness class,
• 8 min read
Automated Computer Vision Inspection of Physical Pipelines
In this guide, we show how to identify various types of pipeline defects using computer vision.
• 4 min read
Building a Computer Vision Assisted Pill Inspection System
SUMMARY
Detecting damaged pills and foreign matter on a production line requires a computer vision model that runs at inspection speed and with high recall, since incorrect pills reaching consumers pose direct health and compliance risks. This tutorial builds a two-class detection system (damaged pills, foreign matter) using the
• 8 min read
Computer Vision Assisted Structural Damage Inspection Using Drones
In this post, Timothy Malche walks through how to inspect structural damage with computer vision and drones.
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