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吴镇
2022-12-02 07:49:14 +08:00
parent e2151d2197
commit 1187b3da73
3 changed files with 7 additions and 9 deletions
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7
Retinaface/README.md
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@@ -61,8 +61,13 @@
本项目根据widerface数据集训练得到，适用于人脸检测，并且将人脸位置与五官位置标出。 本项目根据widerface数据集训练得到，适用于人脸检测，并且将人脸位置与五官位置标出。
适用于测试图片中有人脸的情况。若测试图片中没有人脸则无法运行 本项目在绝大多数情况下准确，但是存在以下检测异常的情况：
1.正常检测中，由于模型本身的限制，会出现部分物体检测不到/检测错误；
2.图片中无检测目标时，会出现可视化异常，输出结果无图片信息；
3.对于图片中一些侧脸和与人脸相似的动物脸的情况，模型可能会出现漏检测或者误检测；

2
Retinaface/RetinafaceDetection/RetinafaceDetection.cpp
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@@ -222,7 +222,7 @@ APP_ERROR RetinafaceDetection::Process(const std::string& imgPath) {
imagePath = imgPath; imagePath = imgPath;
cv::Mat originImage = cv::imread(imgPath); cv::Mat originImage = cv::imread(imgPath);
if (originImage.data == NULL) { if (originImage.data == NULL) {
LogInfo << "The image is not exist.\n"; LogError << "The image is not exist.\n";
return 0; return 0;
} }
originImageW = originImage.cols; originImageW = originImage.cols;

7
Retinaface/model/run.sh
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@@ -15,13 +15,6 @@
# limitations under the License. # limitations under the License.
export install_path=/usr/local/Ascend/ascend-toolkit/latest
export PATH=/usr/local/python3/bin:${install_path}/atc/ccec_compiler/bin:${install_path}/atc/bin:$PATH
export PYTHONPATH=${install_path}/atc/python/site-packages:${install_path}/atc/python/site-packages/auto_tune.egg/auto_tune:${install_path}/atc/python/site-packages/schedule_search.egg
export LD_LIBRARY_PATH=${install_path}/atc/lib64:$LD_LIBRARY_PATH
export ASCEND_OPP_PATH=${install_path}/opp
# Execute, transform Retinaface model. # Execute, transform Retinaface model.
atc --framework=5 --model=retinaface.onnx --output=newRetinaface --input_format=NCHW --input_shape="image:1,3,1000,1000" --log=debug --soc_version=Ascend310 --insert_op_conf=../config/aipp.cfg atc --framework=5 --model=retinaface.onnx --output=newRetinaface --input_format=NCHW --input_shape="image:1,3,1000,1000" --log=debug --soc_version=Ascend310 --insert_op_conf=../config/aipp.cfg