uavDetection Image Dataset
Versions
2023-02-06 8:12pm
v12
Feb 6, 2023
2023-02-06 8:10pm
v11
Feb 6, 2023
2023-01-25 7:19pm
v7
Jan 25, 2023
2023-01-25 5:06pm
v6
Jan 25, 2023
2023-01-25 2:57pm
v5
Jan 25, 2023
2023-01-24 10:40pm
v4
Jan 24, 2023
2023-01-24 2:34pm
v3
Jan 24, 2023
2023-01-23 3:01pm
v2
Jan 23, 2023
2023-01-22 9:16pm
v1
Jan 22, 2023
v12
2023-02-06 8:12pm
Generated on Feb 6, 2023
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.
15500 Total Images
View All Images
Dataset Split
Train Set 87%
13546Images
Valid Set 8%
1222Images
Test Set 5%
732Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -25° and +25°
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