Camera + YOLO
Connectors AGPL-3.0 (Free for non-commercial)
About
Provides live video capture from USB or network cameras using OpenCV and runs YOLOv8 object detection inference via the ultralytics Python package. Designed for laboratory process monitoring, colour change detection and vial/rack localisation. Outputs bounding-box JSON per frame. YOLOv8 is AGPL-3.0 licensed; commercial use requires an Ultralytics Enterprise license. The Paramus connector wrapper is MIT licensed.
Key Features
- USB and IP camera capture (OpenCV)
- YOLOv8 inference: detection, segmentation, classification
- JSON bounding-box output per frame
- Configurable confidence threshold and model weights
AGPL-3.0: commercial use requires an Ultralytics Enterprise license.
Frequently Asked Questions
What is Camera + YOLO?
Camera + YOLO is a connectors application available in the Paramus App Store. Provides live video capture from USB or network cameras using OpenCV and runs YOLOv8 object detection inference via the ultralytics Python package. Designed for laboratory process monitoring, colour change detection and vial/rack localisation. Outputs bounding-box JSON per frame. YOLOv8 is AGPL-3.0 licensed; commercial use requires an Ultralytics Enterprise license. The Paramus connector wrapper is MIT licensed.
Is Camera + YOLO free to use?
Yes. Camera + YOLO is distributed under the AGPL-3.0 (Free for non-commercial) license and is available at no cost through the Paramus App Store.
How do I install Camera + YOLO?
Camera + YOLO is installed through Paramus Chemistry OS, an on-premise Windows platform for computational chemistry. Open the Paramus App Store in your local installation and select Camera + YOLO for one-click deployment.
What are the key features of Camera + YOLO?
Key features of Camera + YOLO include: USB and IP camera capture (OpenCV); YOLOv8 inference: detection, segmentation, classification; JSON bounding-box output per frame; Configurable confidence threshold and model weights.
What type of application is Camera + YOLO?
Camera + YOLO belongs to the “Connectors” category in the Paramus App Store. It runs on Paramus Chemistry OS and can also be accessed through Paramus Cloud for supported workflows.
What platform does Camera + YOLO run on?
Camera + YOLO runs on Paramus Chemistry OS, a Windows-based on-premise platform that provides local compute power for demanding simulations. It requires a Paramus OS installation with appropriate hardware resources.
Can Camera + YOLO be automated or integrated with AI workflows?
Yes. Camera + YOLO is available as part of the Paramus ecosystem which supports MCP (Model Context Protocol) tools for AI-driven automation. This enables integration with large language models and automated research pipelines.