Dataset Versions
Versions
Underwater Objects Dataset 416 v2
v10
· 3 years ago
Underwater Objects Dataset 416
v9
· 3 years ago
Underwater Objects Dataset 1024
v8
· 3 years ago
2022-01-05 6:58pm
v7
· 3 years ago
Underwater Objects Dataset v2
v6
· 3 years ago
Underwater Objects Dataset
v5
· 3 years ago
Coke Can
v4
· 3 years ago
v8
Underwater Objects Dataset 1024
Generated on Jan 5, 2022
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.
Other Formats
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4208 Total Images
View All Images
Dataset Split
Train Set 87%
3663Images
Valid Set 9%
361Images
Test Set 4%
184Images
Preprocessing
Resize: Stretch to 1024x1024
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Noise: Up to 8% of pixels