underwater_object_detection Image Dataset
Versions
2023-07-08 3:22am
v11
Jul 7, 2023
2023-06-30 7:13am
v10
Jun 30, 2023
2023-06-30 3:54am
v9
Jun 29, 2023
2023-06-02 10:23pm
v8
Jun 2, 2023
2023-05-18 12:08pm
v7
May 18, 2023
2023-05-18 12:08pm
v6
May 18, 2023
2023-05-18 12:08pm
v5
May 18, 2023
2023-05-18 12:08pm
v4
May 18, 2023
2023-05-18 12:07pm
v3
May 18, 2023
2023-05-18 12:07pm
v2
May 18, 2023
2023-05-17 10:07am
v1
May 17, 2023
v11
2023-07-08 3:22am
Generated on Jul 7, 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.
3066 Total Images
View All Images
Dataset Split
Train Set 92%
2822Images
Valid Set 4%
122Images
Test Set 4%
122Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
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