Dermnet Image Dataset
Versions
2022-09-02 12:52pm
v17
Sep 2, 2022
2022-09-02 12:42pm
v16
Sep 2, 2022
2022-09-02 3:38am
v15
Sep 2, 2022
2022-08-19 5:41pm
v14
Aug 19, 2022
2022-08-17 4:30pm
v13
Aug 17, 2022
2022-08-17 4:30pm
v12
Aug 17, 2022
2022-08-17 4:29pm
v11
Aug 17, 2022
2022-08-17 4:27pm
v10
Aug 17, 2022
2022-08-17 4:27pm
v9
Aug 17, 2022
2022-08-17 4:27pm
v8
Aug 17, 2022
2022-08-16 12:06am
v7
Aug 15, 2022
2022-07-06 9:54am
v6
Jul 6, 2022
2022-06-26 5:58pm
v5
Jun 26, 2022
2022-06-26 5:42pm
v4
Jun 26, 2022
-Rotation and flip- 448-448
v3
Jun 16, 2022
2022-06-16 1:02am
v1
Jun 16, 2022
v1
2022-06-16 1:02am
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.
1066 Total Images
View All Images
Dataset Split
Train Set 90%
957Images
Valid Set 0%
1Images
Test Set 10%
108Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -22° and +22°
Shear: ±10° Horizontal, ±6° Vertical
Hue: Between -18° and +18°
Exposure: Between -7% and +7%
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