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On tree mature coconut fruit detection using SOLOv2

Instance Segmentation

Roboflow Universe college On tree mature coconut fruit detection using SOLOv2

On tree mature coconut fruit detection using SOLOv2 Computer Vision Project

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Here are a few use cases for this project:

  1. Agricultural Planning: Farmers or agricultural enterprises can utilize the model to estimate the exact maturity stage of their coconut crops. It helps them plan the best time for harvest to ensure optimal yield and fruit quality.

  2. Automated Crop Harvesting: Robotics companies can integrate this model into their automatic harvesting machines. The machines will then be able to recognize mature coconuts facilitating efficient, automated picking, minimizing damages, and ensuring only ripe coconuts are harvested.

  3. Coconut Procurement Inspection: Food and beverage companies that use coconuts as raw materials, such as coconut oil or milk producers, can use the model to assess the maturity level of coconuts. This aids in sourcing coconuts that meet their specific maturity requirements.

  4. Crop Health Surveillance: The model could be useful for agronomists or agricultural drones to monitor the health and growth progress of coconut trees over a certain period.

  5. Research Purposes: Scientists studying growth patterns, climate conditions, and other factors influencing the lifecycle of coconuts can use this model to analyze the maturity stages without the need for laborious manual classification.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite this Project

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

@misc{ on-tree-mature-coconut-fruit-detection-using-solov2_dataset,
    title = { On tree mature coconut fruit detection using SOLOv2 Dataset },
    type = { Open Source Dataset },
    author = { college },
    howpublished = { \url{ https://universe.roboflow.com/college-if44x/on-tree-mature-coconut-fruit-detection-using-solov2 } },
    url = { https://universe.roboflow.com/college-if44x/on-tree-mature-coconut-fruit-detection-using-solov2 },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2023 },
    month = { jun },
    note = { visited on 2023-12-08 },
}

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Source

college

Last Updated

6 months ago

Project Type

Instance Segmentation

Subject

coconut-Maturity-stages-of-coconut

Classes

stage1, stage2, stage3

Views: 52

Views in previous 30 days: 3

Downloads: 2

Downloads in previous 30 days: 0

License

Public Domain