Marine3 Image Dataset
v10
2022-06-13 11:31pm
Generated on Jun 13, 2022
Popular Download Formats
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
Choose another format.
7998 Total Images
View All Images
Dataset Split
Train Set 88%
7003Images
Valid Set 8%
663Images
Test Set 4%
332Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 416x416
Modify Classes: 8 remapped, 6 dropped
Augmentations
Outputs per training example: 3
Grayscale: Apply to 40% of images
Bounding Box: Noise: Up to 12% of pixels
Similar Projects
Ship
2956 images
Ship
987 images
object
10000 images
ships
5754 images
ship
5754 images