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. 2020 Sep 28;10(10):1762. doi: 10.3390/ani10101762
AP Average precision MIOU Mean intersection over union
ARS Agriculture Research Service MP Max pooling
Bbox Bounding box NMS Non-maximum suppression
Box1–Box5 Proposed boxes with various sales and ratios after the region proposal network Pinterp(r) Interpolated precision in the precision-recall curve when recall is r
C1–C5 Convolutional stages 1 to 5 in the residual network P(r˜) Measured precision at recall r˜
COCO Common object in context P2-P6 Feature maps in the feature pyramid network
Conv. Convolution ReLu Rectified linear units
CNN Convolutional neural network ResNet Residual network
Faster RCNN Faster region-based convolutional neural network ResNet18-ResNet1000 Residual network with 18-1000 layers of convolution
FC Fully-connected ROI Regions of interest
FCN Fully-connected network RPN Region proposal network
FN False negative TN True negative
FP False positive TP True positive
FPN Feature pyramid network Ups. Upsampling
IOU Intersection over union USA United State of American
Mask R-CNN Mask region-based convolutional neural network USDA United State department of agriculture