Aerial Semantic Segmentation Drone Dataset(3.86 GB) 可通过 kaggle API下载: kaggle datasets download -d bulentsiyah/semantic-drone-dataset 3. 航拍图像 AerialImage(with a size of 256 to 256.) 8.75 GB Kaggle API: kaggle datasets download -d mengyangyang/aerialimage 4. 针对yolo模型的车辆的航空图像...
The datasets use different proportions of Inria Aerial Image Labeling Dataset, including two semantic classes: building and not building. The results show that the semantic segmentation model combined with multi-scale features and attention model has higher segmentation accuracy and better performance....
The UNet leads to more advanced design in Aerial Image Segmentation. Future updates will gradually apply those methods into this repository. This repo used only one sample (kitsap11.tif ) from the public dataset (Inria Aerial Image Labelling ) to demonstrate the power of deep learning. Data ...
A systematic analysis of the performance of different neural networks for the task of aerial image segmentation is performed. The effect of pretraining the neural networks on a large image dataset is also analysed. Two variants of popular neural networks are also proposed: the first, ENetSeparable...
The INRIA Aerial Image Labeling dataset is comprised of 360 RGB tiles of 5000×5000px with a spatial resolution of 30cm/px on 10 cities across the globe. Half of the cities are used for training and are associated to a public ground truth of building foo
Aerial Semantic Segmentation Drone Dataset.zip (3981.14M) 下载 File Name Size Update Time RGB_color_image_masks/RGB_color_image_masks/000.png 153935 2021-01-10 23:26:00 RGB_color_image_masks/RGB_color_image_masks/001.png 281658 2021-01-10 23:26:00 RGB_color_image_masks/RGB_color_image...
In this paper we collect and release a new TT/PL Aerial-image (TTPLA) dataset, consisting of 1,100 images with the resolution of 3,840 \(imes \) 2,160 pixels, as well as manually labeled 8,987 instances of TTs and PLs. We develop novel policies for collecting, annotating, and ...
[CVPR'W19-Oral] Official repository for "iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images" devkit pytorch dataset aerial-imagery object-detection dota instance-segmentation pytorch-implementation cvpr19 evaluation-code Updated Apr 3, 2021 Jupyter Notebook gisma...
Aerial Image segmentation using different EfficientNet based backbone encoders with UNet on Massachusetts Building and Road dataset aerial pytorch smp aerial-imagery segmentation unet road-segmentation efficientnet building-segmentation Updated Jan 1, 2023 Jupyter Notebook matafokka / SynthFlight Star 6...
TTPLA: An Aerial-Image Dataset for Detection and Segmentation of Transmission Towers and Power Lines TTPLA is a public dataset which is a collection of aerial images on Transmission Towers (TTs) and Powers Lines (PLs). This is the official repository of paperTTPLA: An Aerial-Image Dataset fo...