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deeplab-paddle

paddle version for deeplab

  1. 运行pip install -r requirements.txt
  2. 基于paddleSeg,若安装pydencrf失败,请尝试pip install git+https://github.com/lucasb-eyer/pydensecrf.git
  3. 解压模型后将best_model文件夹放置在deeplabv2_cityscapes_b6下,运行run_eval.sh 中即可得到最终结果。
  4. 由于crf很慢,因此默认是关闭状态,若要开启请在val.py 中输入参数--use_crf即可激活
  5. 复现精度为78

模型文件和以及log放置位置: 其中存放deeplabv2_cityscapes_b6_mIoU_78.zip 文件为日志文件和模型权重 链接: https://pan.baidu.com/s/1c9_LmvzK5wcsvipuw7FsrA 提取码:gpim

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