Deep Learning based Drone Image Segmentation deep-learningsemantic-segmentationdrone-images UpdatedAug 21, 2024 Jupyter Notebook Damaged building detection model with YOLOv10 on Rescuenet dataset object-detectiondisaster-managementyolov5drone-imagesyolov8yolov10 ...
On average, each image contained a single drone. Sample show Samples from the Foggy Drone Dataset constructed for this work. Top row: example images showing original views. Bottom row: their respective foggy counterparts. The drones were captured against different types of background: clear skies,...
东南大学提出VDD: Varied Drone Datset, 关注低空无人机语意分割。数据集官网: github.com/RussRobin/VD 文章发表在Journal of Visual Communication and Image Representation https://github.com/RussRobin/VDDgithub.com/RussRobin/VDD VDD包含丰富的场景 现有的低空无人机语意分割数据集主要关注城市中的场景...
Originality/value The proposed system makes novel contribution by using a newly proposed real time dataset that has been collected with the help of a drone. The collected image data has been augmented using scaling, rotation, flipping and brightness techniques. The work uses a novel combination of...
This information is commonly stored as metadata in the image files, typically in the EXIF header. It is also helpful to know the GPS accuracy. In the case of drone imagery, this should be provided by the drone manufacturer. The GPS accuracy for the sample dataset is better than 5 meters....
IEEE Trans Image Process 28(1):113–126 Article MathSciNet MATH Google Scholar Zhu X, Lyu S, Wang X, Zhao Q (2021) Tph-yolov5: improved yolov5 based on transformer prediction head for object detection on drone-captured scenarios, 2778–2788 Download references...
In: 2016 11th international conference on computer engineering & systems (ICCES) (pp. 226–231). IEEE https://www.kaggle.com/datasets/dasmehdixtr/drone-dataset-uav Download references Funding The author did not receive any financial support of the research authorship and publication of this ...
Download a sample dataset from here (about 550MB) and extract it as a subdirectory in your project directory. Run ./run.sh odm_data_aukerman Enter dataset directory to view results: orthophoto: odm_orthophoto/odm_orthophoto.tif textured mesh model: odm_texturing/odm_textured_model_geo.obj po...
To answer these questions and pave the way towards drone image super-resolution, we explore this application with particular focus on the single-image case. We propose a novel drone image dataset, with scenes captured at low and high resolutions, and across a span of altitudes. Our results sho...
Naming Convention: The image file names follow a structured format, indicating the source video and frame number from which they were extracted. This allows users to easily trace the original context of the waste material captured by the drone. Conclusion This drone garbage detection dataset is a ...