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DLTools

前面几个月其实做了挺多工作,包括标志点识别、目标检测、三维定位、分割,但是都没有好好记录下来,所以希望可以慢慢的加进去

一、二维——目标检测

1.绘制Pr曲线图(文件格式:json格式)

1.1.绘制单个模型每个类别的iou=0.5、0.6、0.7、0.8、0.9

L4_precision_recall_curve

1.2.绘制单个模型所有类别的iou=0.5、0.6、0.7、0.8、0.9

all cagegories precision_recall_curve

1.3.绘制所有模型所有类别平均的iou=0.5、0.6、0.7、0.8、0.9

all model all cagegories iou=0 5precision_recall_curve

2.选择特定图片选择特定类别计算AP,AR

二、二维——标志点识别

待更新

三、三维分割

1.分割指标:Hausdorff距离(文件格式:nii.gz格式)

四、三维定位(热图回归)

待更新

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