palm ripeness detection Object Detection Dataset and Pre-Trained Model by tugas akhir

Images

8299 images

Explore Dataset

Here are a few use cases for this project:

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.
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.
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.
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.
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.

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{
                            palm-ripeness-detection_dataset,
                            title = { palm ripeness detection Dataset },
                            type = { Open Source Dataset },
                            author = { tugas akhir },
                            howpublished = { \url{ https://universe.roboflow.com/tugas-akhir-pybma/palm-ripeness-detection } },
                            url = { https://universe.roboflow.com/tugas-akhir-pybma/palm-ripeness-detection },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { feb },
                            note = { visited on 2024-05-08 },
                            }