2 Class AFO - Aerial dataset of floating objects Dataset Image Dataset
Versions
2 Class 1280 CropHue
v12
May 16, 2022
2 Class 1280 Crop
v10
May 15, 2022
2 Class 1280 Con-Stretch
v8
May 12, 2022
2 Class 1280 Adaptive
v7
May 11, 2022
2 Class 1280 Histogram
v6
May 11, 2022
2 Class 1280 Hue
v5
May 10, 2022
2 Class 1280 Greyscale
v4
May 10, 2022
2 Class 1280 Sheared
v2
May 8, 2022
1280 2 Class
v1
May 8, 2022
v5
2 Class 1280 Hue
Generated on May 10, 2022
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
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4928 Total Images
View All Images
Dataset Split
Train Set 83%
4073Images
Valid Set 12%
570Images
Test Set 6%
285Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1280x1280
Modify Classes: 2 remapped, 0 dropped
Augmentations
Outputs per training example: 2
Hue: Between -100° and +100°
Underwater
2903 images
AFO
2903 images
human
2903 images
documents
2903 images
humans-boats-windsurfers
2904 images