DDSM detector Image Dataset
Versions
v1
2023-08-02 7:51pm
Generated on Aug 2, 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.
7276 Total Images
View All Images
Dataset Split
Train Set 87%
6366Images
Valid Set 8%
604Images
Test Set 4%
306Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 896x1536
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Noise: Up to 5% of pixels
Cutout: 3 boxes with 8% size each
Similar Projects
test_positive
2420 images
mamo
1628 images
catbreedsindeedsteel
2138 images
slidecatbreedsindeedsteel
4675 images
kangker
992 images