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. 2023 Oct 9;9(10):215. doi: 10.3390/jimaging9100215
GI Gastrointestinal
GTM Google Teachable Machine
RF3 Roboflow 3.0 Object Detection
YOLOv8n You Only Look Once version 8
CVAT Computer Vision Annotation Tool
MS COCO v7 Microsoft Common Objects in Context version 7
Colab Google Colaboratory
YAML YAML Ain’t Markup Language
CLAHE Contrast Limited Adaptive Histogram Equalization
AI Artificial Intelligence
JPEG Joint Photographic Experts Group
YOLOv8nn YOLOv8n nano
AdamW Adaptive Moment Estimation version W optimizer
PPV Positive Predictive Value
mAP Mean Average Precision
box_loss Bounding Box Regression Loss
cls_loss Classification Loss
dfl_loss Deformable Convolution Layer Loss
CNNs Convolutional Neural Networks
CLAHE Contrast Limited Adaptive Histogram Equalization
TP True Positive
TN True Negative
FP False Positive
FN False Negative
SD Standard Deviation
HIPPA Health Insurance Portability and Accountability Act