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Sample Computer Vision Projects & Applications

Explore these example computer vision projects and real-world applications built with Groundlight's computer vision tools. Ideal for developers, researchers, and AI enthusiasts.

If you're interested in building something else or have questions, reach out to Groundlight's application engineers at support@Groundlight.ai.


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Security & Facility Management Computer Vision Projects & Applications

Detect leaks and spills

Detect Leaks and Spills
View Github Repo →


Monitor your parking spots

Detect Parking Spot
View Github Repo →



Retail Analytics Computer Vision Projects & Applications

Count employees walking in & out of a door

Count Employees
View Github Repo →


Inventory monitoring & management

Inventory Monitoring
View Github Repo →


Monitor utilization of the customer service counter

Retail Analytics
View Github Repo →



Industrial and Manufacturing Computer Vision Projects & Applications


Groundlight's natural language-based computer vision technology transforms industrial processes in several key areas:

  • Machine Tending: Automate loading/unloading of CNC machines and manufacturing equipment
  • Process Automation: Optimize workflows and reduce manual intervention through intelligent vision systems
  • Quality Control: Identify defects and maintain strict quality standards
  • Cobot Integration: Enhance capabilities of collaborative robots and CNC machines

Here are a couple of projects to get you started:


Counting objects on a moving conveyor belt

Conveyor Counting
View Github Repo →


Determine the orientation of boxes

Box Orientation
View Github Repo →

Check out this blog post to learn more about how Groundlight can be used for a variety of industrial applications.



Fun Hobbyist Computer Vision Projects for AI Tinkerers

Looking for an easy way to tinker with computer vision AI at home? From observing nature to playing Halloween pranks, here are some fun ways to try out Groundlight’s computer vision capabilities and tools:



Detect animals in your garden

Detect Animals
View Github Repo →


Detect kitchen cleanliness

Kitchen Cleanliness
View Github Repo →


Halloween computer vision prank

Halloween Prank
View Github Repo →


Keep your dog off the couch

Dog on Couch
Build your own dog detector →


Alert if a bird is at the feeder

Hummingbird Feeder
Create a monitor for birds at your feeder →