veg1 Object Detection Dataset and Pre-Trained Model by onion grading nx

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Explore Dataset

Here are a few use cases for this project:

Quality Control in Food Industry: Uses of veg1 in the food industry include sorting onions in the processing line by identifying and automatically removing rotten or sprouting onions during packaging, thus improving efficiency and food safety.
Agriculture Technology: Farmers could leverage the model to assess onion crop health in real-time, identifying areas of rotten or sprouting onions to aid in targeted treatment, waste reduction, and higher yield predictions.
Grocery Store Automation: The model could be used in automated grocery store systems for real-time inventory management, detecting and removing rotten onions, and ensuring better customer service.
Food Waste Management: NGOs and Food Waste Management organizations could utilize the model to sort collected food waste, separating rotten and sprouting onions for composting or recycling programs.
Education and Research: The model could serve as an educational tool for agricultural students and botany researchers studying onion morphologies and health conditions, fostering efficient research in plant pathology.

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{
                            veg1-hcqsf_dataset,
                            title = { veg1 Dataset },
                            type = { Open Source Dataset },
                            author = { onion grading nx },
                            howpublished = { \url{ https://universe.roboflow.com/onion-grading-nx/veg1-hcqsf } },
                            url = { https://universe.roboflow.com/onion-grading-nx/veg1-hcqsf },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { aug },
                            note = { visited on 2024-04-29 },
                            }