cancer detection Image Dataset
Versions
v1
2022-07-25 4:31pm
Generated on Jul 25, 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.
1642 Total Images
View All Images
Dataset Split
Train Set 98%
1602Images
Valid Set 1%
17Images
Test Set 1%
23Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 800x600
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Exposure: Between -5% and +5%
Blur: Up to 2.75px
Noise: Up to 5% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Blur: Up to 0.5px
Bounding Box: Noise: Up to 5% of pixels
Similar Projects
tissue-type
287 images
1234
4263 images
artifacts
9574 images
Color
169 images
colors
471 images