mockup Object Detection Dataset and Pre-Trained Model by rrarrais

Images

277 images

Explore Dataset

Here are a few use cases for this project:

Agricultural Disease Detection: This model could be used to identify diseases in specific crops by narrowing the focus only on cotton and soy leaves. Users can take images of the leaves, and based on the classification, they could apply specific strategies for disease prevention and maintaining crop health.
Crop Variety Classification: In hybrid farming practices, it's important to identify the different varieties or species of a crop. This model could assist in identifying cotton and soy varieties based on leaf images, which could be crucial in breeding programs and crop management techniques.
Leaf Aging Study: This model could be used in biological studies to understand the aging of cotton and soy leaves by differentiating their classes at various growth stages.
Surveillance Drones in Precision Agriculture: Drones equipped with this model could take aerial images of farmlands and identify, count, and map cotton and soy plants in a given area. This would help in monitoring crop health and growth patterns at large scale.
Educational Tools: This model can also be used as an educational tool for agronomy students, equipping them with the practical ability to identify cotton and soy plants based on their leaf images.

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{
                            mockup-705ax_dataset,
                            title = { mockup Dataset },
                            type = { Open Source Dataset },
                            author = { rrarrais },
                            howpublished = { \url{ https://universe.roboflow.com/rrarrais/mockup-705ax } },
                            url = { https://universe.roboflow.com/rrarrais/mockup-705ax },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { nov },
                            note = { visited on 2024-05-13 },
                            }