MobileNet-SSD训练VOC0712

最新推荐文章于 2025-06-05 16:53:26 发布

weixin_35867652

最新推荐文章于 2025-06-05 16:53:26 发布

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文章标签：深度学习 caffe

本文链接：https://blog.youkuaiyun.com/weixin_35867652/article/details/110122119

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博客主要介绍了Caffe深度学习环境的安装步骤，包括使用sudo apt-get命令安装多个开发库，还设置了环境变量，如PATH、LD_LIBRARY_PATH等。此外，提到了使用pip安装依赖，以及针对GPU显存不足时修改图片参数和相关脚本文件参数的内容。

摘要生成于 C知道，由 DeepSeek-R1 满血版支持，前往体验 >

sudo apt-get install libprotobuf-dev -y
sudo apt-get install libleveldb-dev -y
sudo apt-get install libsnappy-dev -y
sudo apt-get install libopencv-dev -y
sudo apt-get install libhdf5-serial-dev -y
sudo apt-get install protobuf-compiler -y
sudo apt-get install libgflags-dev -y
sudo apt-get install libgoogle-glog-dev -y
sudo apt-get install liblmdb-dev -y
sudo apt-get install libatlas-base-dev -y
sudo apt-get install --no-install-recommends libboost-all-dev -y

echo INCLUDE_DIRS := $(PYTHON_INCLUDE) /usr/local/include /usr/local/cuda/include /usr/include/hdf5/serial
echo LIBRARY_DIRS := $(PYTHON_LIB) /usr/local/lib /usr/lib /usr/local/cuda/lib64 /usr/lib/x86_64-linux-gnu/hdf5/serial

export PATH=/usr/local/cuda/bin:$PATH
export LD_LIBRARY_PATH=/usr/local/cuda/lib64:$LD_LIBRARY_PATH
export CAFFE_ROOT=/home/song/src/caffe
export PYTHONPATH=/home/song/src/caffe/python:$PYTHONPATH

echo song@song:~/src/caffe/python$ sudo pip install -r requirements.txt

echo GPU显存不足9G的修改图片参数从300到200 285到185 /home/song/src/caffe/examples/MobileNet-SSD/example/*.prototxt
echo /home/song/src/caffe/data/VOC0712/create_data.sh:12 修改 min_dim=1 max_dim=3 width=200 height=200