palm ripeness detection Computer Vision Project

Vinujas

Updated 11 days ago

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Classes (4)
abnormal
overripe ripe
underripe

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Description

Here are a few use cases for this project:

  1. Palm Oil Harvesting Planning: This model could be used in large plantations to help them predict the best time for palm harvesting based on the ripeness of the palms. Accurate detection of ripeness stages would improve their efficiency and maximize their yield.

  2. Quality Control in Palm oil Factories: This model can be used in factories as part of a quality control process to automatically sort palm kernels according to their ripeness, ensuring only the right quality of fruit is processed.

  3. Agricultural Research: Researchers studying palm oil planting strategies could use this model to assess and classify the ripeness of palms, helping them to establish a standardized grading criterion.

  4. Retail Grocery Stores: Retailers selling palm products can use this model to ensure they're selling fresh, high-quality products to their consumers and avoid selling overripe or abnormal products.

  5. Supply Chain Optimization: It can be utilized in the supply chain to ensure the transfer of only high-quality palm products from the source to the factory, to the retailers, reducing waste and loss in supply chain management.

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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{
                            palm-ripeness-detection-fl31h_dataset,
                            title = { palm ripeness detection Dataset },
                            type = { Open Source Dataset },
                            author = { Vinujas },
                            howpublished = { \url{ https://universe.roboflow.com/vinujas/palm-ripeness-detection-fl31h } },
                            url = { https://universe.roboflow.com/vinujas/palm-ripeness-detection-fl31h },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { oct },
                            note = { visited on 2024-11-01 },
                            }
                        
                    

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