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 |