*ssd-mobilenet-v1-fpn, using mobilenet-v1 and FPN as feature extractor with weight-shared box predcitors. *ssd-resnet50-fpn, using resnet50 and FPN as feature extractor with weight-shared box predcitors. ssd-vgg16, reference from the paper. Using vgg16 as backbone and the same bbox ...
一、修改pascalvoc_2007.py 生成自己的tfrecord文件后,修改训练数据shape——打开datasets文件夹中的pascalvoc_2007.py文件,根据自己训练数据修改:NUM_CLASSES = 类别数(不包含背景);二、修改ssd_vgg_300.py 根据
运行get_info_ssd.py脚本。 python3.7 get_info_ssd.py bin ./prep_bin ./vgg16_ssd_bin.info 300 300 第一个参数为生成的数据集文件格式,第二个参数为预处理后的数据文件路径,第三个参数为生成的数据集文件保存的路径,第四个和第五个参数分别为模型输入的宽度和高度。 运行成功后,在当前目录中生成vgg...
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SSD 是使用 VGG19 网络作为特征提取器(和 Faster R-CNN 中使用的 CNN 一样)的单次检测器。我们在该网络之后添加自定义卷积层(蓝色),并使用卷积核(绿色)执行预测。 同时对类别和位置执行单次预测 然而,卷积层降低了空间维度和分辨率。因此上述模型仅可以检测较大的目标。为了解决该问题,我们从多个特征图上执行独...
使用Pytorch的SSD300_VGG16训练自己的数据集 一、环境 ubuntu16.04+GTX1080TI+tensorflow1.12+cuda9.0+python3.6.5 二、下载源码 直接上github下载即可。点这个地址 下载xception_cityscape模型。点这个地址 三、数据集制作 1.目录制作 AI检测代码解析 deeplab
I was running VGG16- SSD 300 on my pc with openvino and i found that the inference time of the model on a single image is 180-200 ms on CPU. My cpu is Intel(R) Core(TM) i7-7700 CPU @ 3.60GHz with Broadwell micro-architecture. I found that SSD 300 with VGG model gives around...
I was running VGG16- SSD 300 on my pc with openvino and i found that the inference time of the model on a single image is 180-200 ms on CPU. My cpu is Intel(R) Core(TM) i7-7700 CPU @ 3.60GHz with Broadwell micro-architecture. I found that SSD 300 with VGG model gives around...
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