Task9_Drone Object Detection Dataset and Pre-Trained Model by CaleucheRX

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Explore Dataset

Here are a few use cases for this project:

Drone Navigation and Landing: Task9_Drone can be used to assist drones in identifying suitable helipads and obstacle-free landing zones marked by traffic cones, ensuring safe and accurate landings in pre-established areas.
Autonomous Vehicle Testing: Task9_Drone can facilitate testing of autonomous vehicles in controlled environments, by identifying traffic cones and helipad markers, simulating real-world scenarios for obstacle detection and navigation.
Construction Site Management: This model can help improve construction site safety by monitoring the proper placement of traffic cones and helipad markers, identifying potential hazards, and ensuring that workers and machinery are adhering to designated pathways and zones.
Emergency Response Coordination: Task9_Drone can assist in directing emergency personnel to designated landing zones, marked by traffic cones and helipads, during disaster response operations or medical evacuations, ensuring efficient allocation of resources and saving time.
Large Event Traffic Management: The model can be utilized to assist in managing traffic in large-scale outdoor events, such as concerts, sporting events, or festivals by detecting the correct placement of traffic cones and helipads to create efficient pathways, parking zones, and emergency exit routes.

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{
                            task9_drone_dataset,
                            title = { Task9_Drone Dataset },
                            type = { Open Source Dataset },
                            author = { CaleucheRX },
                            howpublished = { \url{ https://universe.roboflow.com/caleucherx/task9_drone } },
                            url = { https://universe.roboflow.com/caleucherx/task9_drone },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { jun },
                            note = { visited on 2024-05-07 },
                            }