sowbug Image Dataset
Versions
2024-03-30 12:32pm
v15
Mar 30, 2024
2024-03-28 1:15pm
v14
Mar 28, 2024
2024-03-28 1:15pm
v13
Mar 28, 2024
2024-03-28 1:15pm
v12
Mar 28, 2024
2024-03-11 5:15pm
v11
Mar 11, 2024
2024-02-29 4:44pm
v10
Feb 29, 2024
2024-02-29 4:42pm
v9
Feb 29, 2024
2024-02-29 4:42pm
v8
Feb 29, 2024
2024-02-29 4:41pm
v7
Feb 29, 2024
2024-02-29 4:41pm
v6
Feb 29, 2024
2024-02-29 4:40pm
v5
Feb 29, 2024
2024-02-27 12:34pm
v4
Feb 27, 2024
2024-02-13 1:38pm
v3
Feb 13, 2024
2024-02-13 1:31pm
v2
Feb 13, 2024
2024-02-08 1:18pm
v1
Feb 8, 2024
v15
2024-03-30 12:32pm
Generated on Mar 30, 2024
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.
1306 Total Images
View All Images
Dataset Split
Train Set 94%
1232Images
Valid Set 4%
48Images
Test Set 2%
26Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 7
90° Rotate: Clockwise, Counter-Clockwise
Hue: Between -20° and +20°
Brightness: Between -15% and +15%
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