You need to enable JavaScript to run this app. Colab运行TF2目标检测model_main_tf2.py无法导入model_lib_v2如何解决
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Colab运行TF2目标检测model_main_tf2.py无法导入model_lib_v2如何解决

TF2目标检测model_lib_v2导入错误解决方案
  • 第一步:卸载全局安装的旧版object_detection包
    报错显示Python优先读取了全局dist-packages目录下的object_detection,该版本无model_lib_v2模块,先执行命令卸载:
    pip uninstall -y object-detection
  • 第二步:调整Python模块查找优先级
    需将本地存放TF Models的research、research/slim目录加到系统路径最前,避免优先读取全局包:
    命令行运行脚本前执行:
    export PYTHONPATH="/content/drive/MyDrive/Colab_Notebooks/RealTimeObjectDetection/Tensorflow/models/research:/content/drive/MyDrive/Colab_Notebooks/RealTimeObjectDetection/Tensorflow/models/research/slim:$PYTHONPATH"
    
    Colab环境下可在代码块开头添加:
    import sys
    sys.path.insert(0, "/content/drive/MyDrive/Colab_Notebooks/RealTimeObjectDetection/Tensorflow/models/research")
    sys.path.insert(0, "/content/drive/MyDrive/Colab_Notebooks/RealTimeObjectDetection/Tensorflow/models/research/slim")
    
  • 第三步:验证本地TF Models文件完整性
    进入/content/drive/MyDrive/Colab_Notebooks/RealTimeObjectDetection/Tensorflow/models/research/object_detection目录,确认存在model_lib_v2.py文件,若不存在说明拉取的Models版本过旧,拉取master分支的最新代码即可。
  • 第四步:重新本地安装object_detection包
    在research目录下执行以下命令,用本地TF2适配的配置安装:
    cp object_detection/packages/tf2/setup.py .
    python -m pip install .
    

内容的提问来源于stack exchange,提问作者Ninomiya Hatsu

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最近更新时间:2026.10.20 23:45:02