Synthetic Drone Dataset Object Detection Dataset and Pre-Trained Model by Skinner AI

Images

500 images

Explore Dataset

Description:

Synthetic Shahed-136 Drone Dataset is a unique test dataset designed specifically for researchers and developers in the fields of machine learning and computer vision. This data was generated in a matter of hours and exclusively using skinner.ai

Dataset Features:

The dataset includes a multitude of synthetic images of drones in various poses and lighting conditions, providing extensive coverage of possible scenarios. Each image in the dataset is accompanied by precise annotation, including object markup and classification. This allows for efficient use of the dataset for training and testing object recognition algorithms. The dataset is pre-processed and ready for immediate use in machine learning and computer vision models, reducing data preparation time.

Applications:

The Synthetic Shahed-136 Drone Dataset is nice for developing and testing algorithms for detection, and classification of objects, as well as for research in autonomous flying vehicles, security, and monitoring. This is a test dataset intended for familiarization and experimentation.

Technical Specifications:

Number of Images: 500 Image Sizes: 640x640 File Format: JPG, XML Annotation Types: Bounding Boxes

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{
                            synthetic-drone-dataset-kz2vd_dataset,
                            title = { Synthetic Drone Dataset Dataset },
                            type = { Open Source Dataset },
                            author = { Skinner AI },
                            howpublished = { \url{ https://universe.roboflow.com/skinner-ai-uthso/synthetic-drone-dataset-kz2vd } },
                            url = { https://universe.roboflow.com/skinner-ai-uthso/synthetic-drone-dataset-kz2vd },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { mar },
                            note = { visited on 2024-05-16 },
                            }