机器学习常用缩略词

IEEE:Institute of Electrical & Electronic Engineers

CVPR:Computer Vision and Pattern Recognition

ECCV:European Conference on Computer Vision
ICCV:International Conference on Computer Vision

COCO:Common Objects in Context
CIFAR:Canadian Institute for Advanced Research
IJCAI:International Joint Conference on Artificial Intelligence
FCN:Fully-Convolutional Network
IoU:Intersection over Union (交集与并集之比)

mAP:平均准确率均值(Mean Average Precision)
            1)对于每类事件根据每个样本得到的预测分值绘制准确率-召回率(precision-recall)曲线
            2)计算曲线下区域面积即AP(Average precision)
            3)对所有事件类别计算AP的均值,即mAP

Deep Learning and Neural Network Glossary







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