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| # Sample Computer Vision Projects & Applications | ||
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| Explore these example computer vision projects and real-world applications built with Groundlight's computer vision tools. Ideal for developers, researchers, and AI enthusiasts. | ||
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| _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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| ### Quick Navigation | ||
| - [Security & Facility Management Computer Vision Projects](#security--facility-management-computer-vision-projects--applications) | ||
| - [Retail Analytics Computer Vision Projects](#retail-analytics-computer-vision-projects--applications) | ||
| - [Industrial and Manufacturing Computer Vision Projects](#industrial-and-manufacturing-computer-vision-projects--applications) | ||
| - [Fun Hobbyist Computer Vision Projects for AI Tinkerers](#fun-hobbyist-computer-vision-projects-for-ai-tinkerers) | ||
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| ## Security & Facility Management Computer Vision Projects & Applications | ||
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| ### Detect leaks and spills | ||
| [](https://github.com/groundlight/leak-detection-sample) | ||
| [**View Github Repo →**](https://github.com/groundlight/leak-detection-sample) | ||
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| ### Monitor your parking spots | ||
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Contributor
There was a problem hiding this comment. "Monitor parking spots" |
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| [](https://github.com/groundlight/video_tutorials/tree/main/parking_spot_detector) | ||
| [**View Github Repo →**](https://github.com/groundlight/video_tutorials/tree/main/parking_spot_detector) | ||
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| ## Retail Analytics Computer Vision Projects & Applications | ||
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| ### Count employees walking in & out of a door | ||
| [](https://github.com/groundlight/employee-counting) | ||
| [**View Github Repo →**](https://github.com/groundlight/employee-counting) | ||
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| ### Inventory monitoring & management | ||
| [](https://github.com/groundlight/inventory-management) | ||
| [**View Github Repo →**](https://github.com/groundlight/inventory-management) | ||
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| ### Monitor utilization of the customer service counter | ||
| [](https://code.groundlight.ai/python-sdk/docs/sample-applications/retail-analytics) | ||
| [**View Github Repo →**](https://code.groundlight.ai/python-sdk/docs/sample-applications/retail-analytics) | ||
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| ## Industrial and Manufacturing Computer Vision Projects & Applications | ||
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| 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 | ||
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| Here are a couple of projects to get you started: | ||
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| ### Counting objects on a moving conveyor belt | ||
| [](https://github.com/groundlight/conveyor-counting) | ||
| [**View Github Repo →**](https://github.com/groundlight/conveyor-counting) | ||
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| ### Determine the orientation of boxes | ||
| [](https://github.com/groundlight/box_orientation_demo) | ||
| [**View Github Repo →**](https://github.com/groundlight/box_orientation_demo) | ||
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| [Check out this blog post](https://www.groundlight.ai/blog/computer-vision-in-manufacturing) to learn more about how Groundlight can be used for a variety of industrial applications. | ||
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| ## 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: | ||
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| ### Detect animals in your garden | ||
| [](https://github.com/robotrapta/garden-watcher) | ||
| [**View Github Repo →**](https://github.com/robotrapta/garden-watcher) | ||
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| ### Detect kitchen cleanliness | ||
| [](https://github.com/robotrapta/domestic-tranquility) | ||
| [**View Github Repo →**](https://github.com/robotrapta/domestic-tranquility) | ||
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| ### Halloween computer vision prank | ||
| [](https://github.com/robotrapta/aihalloween) | ||
| [**View Github Repo →**](https://github.com/robotrapta/aihalloween) | ||
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| ### Keep your dog off the couch | ||
| [](https://code.groundlight.ai/python-sdk/docs/sample-applications/dog-on-couch) | ||
| [**Build your own dog detector →**](https://code.groundlight.ai/python-sdk/docs/sample-applications/dog-on-couch) | ||
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| ### Alert if a bird is at the feeder | ||
| [](https://code.groundlight.ai/python-sdk/docs/sample-applications/streaming-with-alerts) | ||
| [**Create a monitor for birds at your feeder →**](https://code.groundlight.ai/python-sdk/docs/sample-applications/streaming-with-alerts) | ||
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Maybe we just need to say "Security & Facility Management" here
"Computer Vision Projects & Applications" is implied by the context of the page we are looking at
Same comment applies to the other section headers