WCB5G Image Dataset
v13
coastal-sea-processed
Generated on Jan 25, 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.
532 Total Images
View All Images
Dataset Split
Train Set 81%
432Images
Valid Set 14%
76Images
Test Set 5%
24Images
Preprocessing
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 2 remapped, 5 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Hue: Between -22° and +22°
Exposure: Between -11% and +11%
Mosaic: Applied
Similar Projects
-bottle-
1200 images
trash
3530 images
bottle-bag
713 images
petbottle
687 images
trash
8868 images