Satellite Imagery Image Dataset
Versions
2024-04-03 8:26am
v11
Apr 3, 2024
2024-04-03 8:25am
v10
Apr 3, 2024
2024-04-02 4:58pm
v9
Apr 2, 2024
2024-04-02 7:17am
v8
Apr 2, 2024
2024-03-24 9:15pm
v7
Mar 24, 2024
2024-03-24 6:43pm
v6
Mar 24, 2024
2024-03-24 6:34pm
v5
Mar 24, 2024
2024-03-24 6:29pm
v4
Mar 24, 2024
2024-03-20 12:41pm
v3
Mar 20, 2024
2024-03-18 8:35am
v2
Mar 18, 2024
2024-03-11 9:09pm
v1
Mar 11, 2024
v11
2024-04-03 8:26am
Generated on Apr 3, 2024
Popular Download Formats
YOLOv8
TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
2005 Total Images
View All Images
Dataset Split
Train Set 72%
1446Images
Valid Set 21%
428Images
Test Set 7%
131Images
Preprocessing
Resize: Stretch to 512x512
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Similar Projects
mAP-0.5
416 images
commercial-resedential
78 images
damages
46 images
buildings
99 images
buildings-kQC2
1274 images