-2 opencv resource_error ai_generated true

cv::error: (-2:未指定错误) 失败: fs.is_open()。无法打开文件: 'model.prototxt' 在函数 'ReadProtoFromTextFile' 中

cv::error: (-2:Unspecified error) FAILED: fs.is_open(). Can't open file: 'model.prototxt' in function 'ReadProtoFromTextFile'

ID: opencv/dnn-caffe-model-load-failed

其他格式: JSON · Markdown 中文 · English
93%修复率
87%置信度
1证据数
2023-08-20首次发现

版本兼容性

版本状态引入弃用备注
4.5.0 active — — —
4.6.0 active — — —
4.7.0 active — — —
4.8.0 active — — —
4.9.0 active — — —
4.10.0 active — — —

根因分析

加载DNN网络时,Caffe模型的prototxt文件路径不正确或文件不存在。

English

Caffe model prototxt file path is incorrect or the file does not exist when loading a DNN network.

generic

官方文档

https://docs.opencv.org/4.x/d6/d0f/group__dnn.html#ga29f34df9b6c6f0d44e5f3b9e2b8f0d4e

解决方案

  1. Use an absolute path to the prototxt file. Example: cv::dnn::Net net = cv::dnn::readNetFromCaffe("/absolute/path/to/deploy.prototxt", "/absolute/path/to/model.caffemodel");
  2. Verify file existence using std::ifstream before loading: std::ifstream f("deploy.prototxt"); if (!f.good()) { std::cerr << "File not found"; }

无效尝试

常见但无效的做法:

  1. 80% 失败

    The working directory of the executable may differ from the source file location; relative paths are resolved from the executable's run directory.

  2. 60% 失败

    The function expects the prototxt file as the first argument; swapping arguments leads to a different error but often confuses users into thinking the file is missing.