pilot15_sci5_merge_train_val_test Image Dataset
pilot15_sci5_check_val
Version 1 Generated Oct 9, 2021
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YOLOv8
TXT annotations and YAML config used with YOLOv8.
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TXT annotations and YAML config used with YOLOv5.
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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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Train / Test Split
Training Set
71
17
images
Validation Set
17
4
images
Testing Set
13
3
images
Preprocessing
No preprocessing steps were applied.
Augmentations
No augmentations were applied.
Details
Version Name: pilot15_sci5_check_val
Version ID: 1
Generated: Oct 9, 2021
Annotation Group: instruments-surgical-instruments
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