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
v3
2023-02-20 1:54pm
Generated on Feb 20, 2023
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.
1143 Total Images
View All Images
Dataset Split
Train Set 85%
975Images
Valid Set 11%
125Images
Test Set 4%
43Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
Brightness: Between -25% and +25%
Blur: Up to 1.75px
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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