rice_kernel_detection Computer Vision Project

ricekernel

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Description

Here are a few use cases for this project:

  1. Quality Control in Rice Production: The model can be integrated into a quality control system at a rice processing plant to automatically detect the levels of broken kernels and whole grains, thereby enhancing the efficiency and accuracy of the sorting process.

  2. Automated Harvesting: The model could be implemented in agricultural machines to detect the state of rice kernels during harvesting, enabling the automation of harvesting only high-quality, unbroken kernels.

  3. Food Safety Inspections: Regulatory authorities could use the model to routinely inspect rice supplies for broken or contaminated kernels, ensuring the safety and quality of rice distributed in the market.

  4. Agricultural Research: Researchers could utilize the model in studies that investigate the factors contributing to rice kernel breakage, aiming to enhance crop yield and quality.

  5. Rice Grading Applications: The model could be used in grading applications where the quality of rice is determined based on the percentage of broken kernels, helping establish a transparent and standardized rice trade and pricing system.

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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{
                            rice_kernel_detection_dataset,
                            title = { rice_kernel_detection Dataset },
                            type = { Open Source Dataset },
                            author = { ricekernel },
                            howpublished = { \url{ https://universe.roboflow.com/ricekernel/rice_kernel_detection } },
                            url = { https://universe.roboflow.com/ricekernel/rice_kernel_detection },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { apr },
                            note = { visited on 2024-11-21 },
                            }
                        
                    

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