Surgery Tools Uniform Background Kaggle Conversion Image Dataset
Versions
v1
Uniform background
Generated on Apr 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.
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860 Total Images
View All Images
Dataset Split
Train Set 100%
860Images
Valid Set %
0Images
Test Set %
0Images
Preprocessing
Grayscale: Applied
Augmentations
No augmentations were applied.
-scalpel-dissection-clamp-scissors-
687 images
instrument
678 images
Scalpel, Curved Mayo Scissor, Straight Dissection Clamp, Straight Mayo Scissor
400 images
instruments-mdicales
32 images
Surgical-Tools
499 images