Plums Sorting Object Detection Dataset and Pre-Trained Model by Aims

Images

2893 images

Explore Dataset

Here are a few use cases for this project:

Food Supply Chain Quality Control: The "Plums Sorting" model can be used in the fresh produce industry to distinguish between good and bad quality plums. Automating this process with computer vision can significantly improve the efficacy and speed of sorting, reducing human labor, and ensuring customer satisfaction.
Agricultural Research Aid: Researchers studying plum diseases or pests can use this model to efficiently categorize plums into classes of healthy or defective. This could accelerate studies aimed at finding better plum cultivation and protection methods.
Learning Tool for Agricultural Students: Educational institutions can use the "Plums Sorting" model to demonstrate to agricultural students how computer vision can be used for quality control in horticulture.
Home Gardening Assistant: For home gardeners or small farmers, using an application that integrates the "Plums Sorting" model would enable them to assess the quality of their own plum crops, help determine optimal picking time and recognize any potential diseases or defects early on.
Food Retail: The model could also be utilized by supermarkets or grocery stores to automatically sort through their stock of plums to determine which are suitable for sale, reducing food waste and maintaining quality.

(As your model is called "Plums Sorting", and the use case examples should be about plums, the provided image of a potato doesn't seem to be relevant for these use cases.)

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.

YOLOv5

This project has a YOLOv5 model checkpoint available for inference with Roboflow Deploy. YOLOv5 is a proven and tested, production ready, 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{
                            plums-sorting-1qwj2_dataset,
                            title = { Plums Sorting Dataset },
                            type = { Open Source Dataset },
                            author = { Aims },
                            howpublished = { \url{ https://universe.roboflow.com/aims-cdkx4/plums-sorting-1qwj2 } },
                            url = { https://universe.roboflow.com/aims-cdkx4/plums-sorting-1qwj2 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { apr },
                            note = { visited on 2024-06-29 },
                            }