Total Dataset Instance Segmentation Dataset and Pre-Trained Model by sheep

Images

126 images

Explore Dataset

Here are a few use cases for this project:

Livestock Monitoring System: Utilize "Total Dataset" to create an automated monitoring system that detects and tracks sheep, herding dogs, and human handlers on a farm or ranch to improve overall herd management, safety, and productivity.
Animal Welfare Surveillance: Use the computer vision model to recognize instances of potential mistreatment or neglect in livestock settings by analyzing the relationships between sheep, dogs, and human handlers in images or video.
Smart Herding Assistance: Implement the "Total Dataset" as part of a smart herding system to intelligently guide and control herding dogs using IoT devices or drones, ensuring safe and efficient herding in large pastoral areas and minimizing human intervention.
Educational and Research Tool: The dataset could be used as a resource for researchers and educators to study and teach the behavioral patterns of sheep, herding dogs, and human handlers as they interact in various settings.
Search and Rescue Operations: Leverage this computer vision model to detect and identify lost or stray sheep, herding dogs, and persons who may be in distress or need assistance, especially in remote or difficult to access areas.

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{
                            total-dataset-hxten_dataset,
                            title = { Total Dataset Dataset },
                            type = { Open Source Dataset },
                            author = { sheep },
                            howpublished = { \url{ https://universe.roboflow.com/sheep-spd0m/total-dataset-hxten } },
                            url = { https://universe.roboflow.com/sheep-spd0m/total-dataset-hxten },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { apr },
                            note = { visited on 2024-04-25 },
                            }