英文为机翻，可能不太对。
English for machine translation, may not be right.
本项目为论文《Identifying and analyzing the distribution of sliding surfaces in rock slopes using total displacement contour maps》中的 “Availability on 3D slopes and computational efficiency” 章节的具体实现代码。
This project is the specific implementation code of the Section "4.4 Availability on 3D slopes and computational efficiency" in the paper "Identifying and analyzing the distribution of sliding surfaces in slopes using total displacement contour maps"
其他部分实现代码也可参照该项目修改后实现。
Other parts of the implementation code can also be modified with reference to the project.
│ list.txt // 不重要文件 / Not important files
│ README.md // 帮助文件 / help file
│ Slice_boundary.png // 用于提取边界点的图片文件 / Image file for extracting boundary points
│ Sliding_identification_program.ipynb // 主要的文件，逻辑代码基本在这个文件中 / The main file, the logic code is basically in this file
│ 坐标.svg // 不重要文件 / Not important files
│ 坐标.vsdx // 不重要文件 / Not important files
│ 获取文件名.bat // 不重要文件 / Not important files
│
├─markdown_img_of_README // 不重要文件 / Not important files
│ 坐标.svg // 不重要文件 / Not important files
│
├─program_process_files // 程序主要资源文件夹 / Program main resource folder
│ Slice_slide_02.50.png // 待识别滑面的切片，下同，数字表示z轴，代码的坐标系和论文有所不同! / The slice of the sliding surface to be identified, the same below, the number represents the z-axis, the coordinate system of the code and the paper are different!
│ Slice_slide_05.00.png
│ Slice_slide_10.00.png
│ Slice_slide_15.00.png
│ Slice_slide_20.00.png
│ Slice_slide_25.00.png
│ Slice_slide_30.00.png
│ Slice_slide_35.00.png
│ Slice_slide_40.00.png
│ Slice_slide_45.00.png
│ Slice_slide_47.50.png
│
└─pythonProject // PyCharm 项目文件夹，用于绘制3D边坡滑面 / PyCharm project folder for drawing 3D slope sliding surfaces
│ draw_slope_and_sliding_surface.py // 绘制3D边坡滑面代码文件 / Drawing 3D slope sliding surface code file
│
└─.idea // PyCharm 默认配置文件，下同 / PyCharm default configuration file, same below
│ .gitignore
│ misc.xml
│ modules.xml
│ pythonProject.iml
│ workspace.xml
│
└─inspectionProfiles
profiles_settings.xml
Project_Default.xml
-
使用 Jupyter notebook 打开主文件夹；
Open the main folder using Jupyter notebook;
-
按照
Sliding_identification_program.ipynb运行，得到其他文件；Run according to
Sliding _ identification _ program.ipynbto get other files; -
使用 PyCharm 打开
pythonProject项目，运行之后即可。Open the
pythonProjectproject with PyCharm and run it.
| Package | Version |
|---|---|
| aiofiles | 23.1.0 |
| aiohttp | 3.8.4 |
| aiosignal | 1.3.1 |
| alphashape | 1.3.1 |
| altair | 4.2.2 |
| anyio | 3.6.2 |
| astor | 0.8.1 |
| asttokens | 2.2.1 |
| async-timeout | 4.0.2 |
| attrdict | 2.0.1 |
| attrs | 22.2.0 |
| Babel | 2.12.1 |
| backcall | 0.2.0 |
| backports.functools-lru-cache | 1.6.4 |
| bce-python-sdk | 0.8.83 |
| beautifulsoup4 | 4.12.2 |
| Brotli | 1.0.9 |
| cachetools | 5.3.0 |
| certifi | 2022.12.7 |
| cffi | 1.15.1 |
| charset-normalizer | 3.1.0 |
| click | 8.1.3 |
| click-log | 0.4.0 |
| colorama | 0.4.6 |
| comm | 0.1.3 |
| comtypes | 1.3.1 |
| contourpy | 1.0.7 |
| cssselect | 1.2.0 |
| cssutils | 2.6.0 |
| cycler | 0.11.0 |
| Cython | 0.29.34 |
| debugpy | 1.6.7 |
| decorator | 5.1.1 |
| descartes | 1.1.0 |
| EasyProcess | 1.1 |
| entrypoint2 | 1.1 |
| entrypoints | 0.4 |
| et-xmlfile | 1.1.0 |
| executing | 1.2.0 |
| fastapi | 0.95.0 |
| ffmpy | 0.3.0 |
| filelock | 3.11.0 |
| fire | 0.5.0 |
| Flask | 2.2.3 |
| flask-babel | 3.1.0 |
| fonttools | 4.39.3 |
| frozenlist | 1.3.3 |
| fsspec | 2023.4.0 |
| future | 0.18.3 |
| gensim | 4.3.1 |
| gevent | 22.10.2 |
| geventhttpclient | 2.0.2 |
| gradio | 3.25.0 |
| gradio_client | 0.0.10 |
| greenlet | 2.0.2 |
| grpcio | 1.53.0 |
| h11 | 0.14.0 |
| httpcore | 0.17.0 |
| httpx | 0.24.0 |
| huggingface-hub | 0.13.4 |
| idna | 3.4 |
| imageio | 2.27.0 |
| imgaug | 0.4.0 |
| importlib-metadata | 6.3.0 |
| importlib-resources | 5.12.0 |
| ipykernel | 6.22.0 |
| ipython | 8.12.0 |
| itsdangerous | 2.1.2 |
| jedi | 0.18.2 |
| Jinja2 | 3.1.2 |
| joblib | 1.2.0 |
| jsonschema | 4.17.3 |
| jupyter_client | 8.1.0 |
| jupyter_core | 5.3.0 |
| kiwisolver | 1.4.4 |
| linkify-it-py | 2.0.0 |
| llvmlite | 0.40.0 |
| lmdb | 1.4.1 |
| lxml | 4.9.2 |
| markdown-it-py | 2.2.0 |
| MarkupSafe | 2.1.2 |
| matplotlib | 3.7.1 |
| matplotlib-inline | 0.1.6 |
| mdit-py-plugins | 0.3.3 |
| mdurl | 0.1.2 |
| mpmath | 1.3.0 |
| mss | 8.0.2 |
| multidict | 6.0.4 |
| nest-asyncio | 1.5.6 |
| networkx | 3.1 |
| numba | 0.57.0 |
| numpy | 1.24.3 |
| onnx | 1.13.1 |
| opencv-contrib-python | 4.6.0.66 |
| opencv-python | 4.1.2.30 |
| openpyxl | 3.1.2 |
| opt-einsum | 3.3.0 |
| orjson | 3.8.10 |
| packaging | 23.1 |
| paddle-bfloat | 0.1.7 |
| paddleocr | 2.6.1.3 |
| paddlepaddle | 2.4.2 |
| pandas | 2.0.0 |
| parso | 0.8.3 |
| pdf2docx | 0.5.6 |
| pickleshare | 0.7.5 |
| Pillow | 9.5.0 |
| pip | 23.0.1 |
| pkgutil_resolve_name | 1.3.10 |
| platformdirs | 3.2.0 |
| premailer | 3.10.0 |
| prompt-toolkit | 3.0.38 |
| protobuf | 3.20.2 |
| psutil | 5.9.4 |
| pure-eval | 0.2.2 |
| pyaes | 1.6.1 |
| pyclipper | 1.3.0.post4 |
| pycparser | 2.21 |
| pycryptodome | 3.17 |
| pydantic | 1.10.7 |
| pyDOE2 | 1.3.0 |
| pydub | 0.25.1 |
| Pygments | 2.15.0 |
| pykeyboard | 0.1.5 |
| PyMouse | 1.0 |
| PyMuPDF | 1.20.2 |
| pynput | 1.7.6 |
| pyparsing | 3.0.9 |
| pyperclip | 1.8.2 |
| pypiwin32 | 223 |
| Pyrogram | 2.0.103 |
| pyrsistent | 0.19.3 |
| pyscreenshot | 3.0 |
| PySocks | 1.7.1 |
| python-dateutil | 2.8.2 |
| python-docx | 0.8.11 |
| python-multipart | 0.0.6 |
| python-rapidjson | 1.10 |
| pytz | 2023.3 |
| PyUserInput | 0.1.10 |
| PyWavelets | 1.4.1 |
| pywin32 | 304 |
| PyYAML | 6.0 |
| pyzmq | 25.0.2 |
| rapidfuzz | 2.15.1 |
| rarfile | 4.0 |
| requests | 2.28.2 |
| Rtree | 1.0.1 |
| scikit-image | 0.17.2 |
| scikit-learn | 1.2.2 |
| scipy | 1.10.1 |
| semantic-version | 2.10.0 |
| setuptools | 67.6.1 |
| shapely | 2.0.1 |
| six | 1.16.0 |
| smart-open | 6.3.0 |
| sniffio | 1.3.0 |
| soupsieve | 2.4 |
| stack-data | 0.6.2 |
| starlette | 0.26.1 |
| sympy | 1.11.1 |
| termcolor | 2.2.0 |
| TgCrypto | 1.2.5 |
| threadpoolctl | 3.1.0 |
| tifffile | 2023.3.21 |
| toolz | 0.12.0 |
| tornado | 6.2 |
| tqdm | 4.65.0 |
| traitlets | 5.9.0 |
| trimesh | 3.21.5 |
| tritonclient | 2.32.0 |
| typing_extensions | 4.5.0 |
| tzdata | 2023.3 |
| uc-micro-py | 1.0.1 |
| urllib3 | 1.26.15 |
| uvicorn | 0.21.1 |
| visualdl | 2.5.1 |
| Wand | 0.6.13 |
| wcwidth | 0.2.6 |
| websockets | 11.0.1 |
| Werkzeug | 2.2.3 |
| wheel | 0.40.0 |
| x2paddle | 1.4.1 |
| yarl | 1.8.2 |
| zipp | 3.15.0 |
| zope.event | 4.6 |
| zope.interface | 6.0 |