sea Image Dataset
v7
2024-04-08 4:06pm
Generated on Apr 8, 2024
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.
4044 Total Images
View All ImagesDataset Split
Train Set 82%
3318Images
Valid Set 12%
492Images
Test Set 6%
234Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 64x64
Augmentations
Outputs per training example: 2
90° Rotate: Clockwise
Mosaic: Applied
Similar Projects
1-4x34
3986 images
Underwater-object-detection
3866 images
fish-turtle-plastic
339 images
fish-human-metal-plastic-
1222 images
animals
7928 images