Maturity Peppers in Greenhouses by Object Detection

Object Detection

Maturity Peppers in Greenhouses by Object Detection Computer Vision Project

Tecnologico de Monterrey

Updated 4 months ago

211

views

14

downloads
Classes (4)
Early-Mid
Immature
Mature
Mid-Late
Description

Here are a few use cases for this project:

  1. Greenhouse Automation: This computer vision model can be integrated into modernized greenhouse systems to automate the process of identifying which peppers are ready for harvesting, helping optimize yield and reduce labor costs.

  2. Smart Farming Applications: Farmers could use this model in smartphone-based applications, designed to inform when peppers are at their optimal picking times for better quality produce and higher market value.

  3. Agricultural Research: Educational institutions and research bodies can utilize this model to study the growth stages of peppers in different environmental conditions or with the use of different agricultural techniques.

  4. Food Supply Chain Management: Different stages of pepper maturity could have different logistics considerations. This model can help supply chain companies to segment, store, and transport peppers based on their maturity level.

  5. Precision Agriculture Technology: This model can be used to develop precision agriculture technologies such as drone-based monitoring systems or automated picking robots that precisely select fruits based on their maturity level.

Supervision

Build Computer Vision Applications Faster with Supervision

Visualize and process your model results with our reusable computer vision tools.

Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            maturity-peppers-in-greenhouses-by-object-detection_dataset,
                            title = { Maturity Peppers  in Greenhouses by Object Detection Dataset },
                            type = { Open Source Dataset },
                            author = { Tecnologico de Monterrey },
                            howpublished = { \url{ https://universe.roboflow.com/tecnologico-de-monterrey-f95wv/maturity-peppers-in-greenhouses-by-object-detection } },
                            url = { https://universe.roboflow.com/tecnologico-de-monterrey-f95wv/maturity-peppers-in-greenhouses-by-object-detection },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { sep },
                            note = { visited on 2024-12-22 },
                            }