oamaguih Image Dataset
v14
2022-06-16 11:36pm
Generated on Jun 16, 2022
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.
7054 Total Images
View All Images
Dataset Split
Train Set 66%
4683Images
Valid Set 18%
1238Images
Test Set 16%
1133Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (reflect edges) in 416x416
Grayscale: Applied
Modify Classes: 2 remapped, 4 dropped
Augmentations
Outputs per training example: 1
Flip: Horizontal, Vertical
Similar Projects
object
4573 images
dog-cat-person-car
4797 images
car
14174 images
list
586 images
vest-dog-cat-person
9272 images