Spinal Canal Stenosis Image Dataset
Versions!
rectangles with 100 labels - 2
v6
· 3 months ago
240
Fast
COCOn
200 label 100 box 100 rectangles
v4
· 3 months ago
200
640x640
Stretch to
200 labelled rest augmented
v3
· 3 months ago
480
Fast
spinal-canal-stenosis/2
small boxes with 100 labels
v2
· 3 months ago
240
Fast
COCOn
2024-03-13 1:52am
v1
· 3 months ago
100
640x640
Stretch to
v6
rectangles with 100 labels - 2
Generated on Mar 20, 2024
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YOLOv9
TXT annotations and YAML config used with YOLOv9.
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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.
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240 Total Images
View All ImagesDataset Split
Train Set 88%
210Images
Valid Set 8%
20Images
Test Set 4%
10Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Noise: Up to 1.4% of pixels
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