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【项目实践】从零开始学习SSD目标检测算法训练自己的数据集（附注释项目代码）（二）

2.3、SSD的训练过程与细节2.3.1、框架训练的具体步骤首先VGG16在ILSVRC CLS-LOC数据集上进行预训练。然后将VGG16的全连接层fc6和fc7转换成3×3卷积层Conv6（Conv6采用带孔卷积Dilation Convolution，Conv6采用3×3大小，dilation...

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【项目实践】从零开始学习SSD目标检测算法训练自己的数据集（附注释项目代码）（一）

1、SSD的知识思维脑图2、简介2.1、SSD出现的背景针对YOLO V1对于小目标检测的缺陷一个死板的边框定制，导致如果出现过于密集检测物体时，效果就会比较差，而对于多阶段检测的方法，诸如，RCNN,Fast RCNN,Faster RCNN虽然对于小目标有比较好的检测效果，但是由于其自身会产生很...

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更新时间 2024-02-04 10:23:41

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