Dataset Versions
Versions
2023-03-29 9:11pm
v23
· 2 years ago
uav12
v22
· 2 years ago
2023-03-09 10:50pm
v20
· 2 years ago
uav11.1
v19
· 2 years ago
uav11
v18
· 2 years ago
uav10.4
v17
· 2 years ago
uav10.3
v16
· 2 years ago
uav10.2
v15
· 2 years ago
uav10.1
v14
· 2 years ago
2023-03-06 6:13pm
v13
· 2 years ago
uav10
v12
· 2 years ago
uav9
v11
· 2 years ago
uav8
v10
· 2 years ago
uav7
v8
· 2 years ago
uav6
v6
· 2 years ago
auv5
v5
· 2 years ago
uav4
v4
· 2 years ago
uav3
v3
· 2 years ago
uav2
v2
· 2 years ago
uav
v1
· 2 years ago
v23
2023-03-29 9:11pm
Generated on Mar 29, 2023
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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.
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.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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4030 Total Images
View All Images
Dataset Split
Train Set 75%
3018Images
Valid Set 13%
507Images
Test Set 13%
505Images
Preprocessing
Auto-Orient: Applied
Resize: Fill (with center crop) in 736x736
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -20% and +20%
Blur: Up to 2px
Noise: Up to 3% of pixels