cubic Image Dataset
Versions
2023-06-23 12:54am
v9
Jun 22, 2023
2023-03-09 12:51pm
v8
Mar 9, 2023
2023-02-21 11:37pm
v7
Feb 21, 2023
2023-02-21 11:32pm
v6
Feb 21, 2023
2023-02-21 11:28pm
v5
Feb 21, 2023
2023-02-21 11:26pm
v4
Feb 21, 2023
2023-02-20 1:54pm
v3
Feb 20, 2023
2023-02-20 1:11pm
v2
Feb 20, 2023
2023-02-20 1:11pm
v1
Feb 20, 2023
v9
2023-06-23 12:54am
Generated on Jun 22, 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.
730 Total Images
View All Images
Dataset Split
Train Set 88%
639Images
Valid Set 8%
60Images
Test Set 4%
31Images
Preprocessing
Auto-Orient: Applied
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 4 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Blur: Up to 0.75px
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
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