Oil Palm Plantation Trunk Object Detection Dataset and Pre-Trained Model by MonKey

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Explore Dataset

Here are a few use cases for this project:

Sustainable Plantation Management: This model could be beneficial in monitoring the health and growth of the palms in a plantation. By identifying different parts of the plantation such as the frond, ffb, trunk and flower, necessary actions to maintain or improve the plantation's health can be taken.
Yield Estimation: With the ability to identify ffb (Fresh Fruit Bunches), it can be utilized to estimate the overall yield of a plantation at a given time, aiding in logistical planning for harvest.
Biodiversity Conservation: Detecting changes in specific features of the palm trees could be valuable for ecological studies to assess the impact of oil palm plantations on the biodiversity.
Non-Destructive Testing: The model could be used in non-destructive testing of palm trees by identifying and analyzing the condition of the trunk and other elements.
Agri-Business Expansion: Potential investors in oil palm plantation industry can use the model to assess an existing plantation's health and productivity aiding in business decisions.

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.

YOLOv8

This project has a YOLOv8 model checkpoint available for inference with Roboflow Deploy. YOLOv8 is a new state-of-the-art real-time object detection model.

Cite This Project

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

@misc{
                            oil-palm-plantation-trunk_dataset,
                            title = { Oil Palm Plantation Trunk Dataset },
                            type = { Open Source Dataset },
                            author = { MonKey },
                            howpublished = { \url{ https://universe.roboflow.com/monkey/oil-palm-plantation-trunk } },
                            url = { https://universe.roboflow.com/monkey/oil-palm-plantation-trunk },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { may },
                            note = { visited on 2024-06-07 },
                            }