I am tryin to install face-recognition module using the standard method but getting stuck at the dlib dependency

There are two parts of the Question first is ofcourse how to Fix this secondly is there a better alternative to get started with face recognition then this ( I come from a programing background but Python is new to me)

Env Details

• MacOS: Sonoma 14.5
• VS Code: 1.89
• Python 3.12.3

 # pip3 install face-recognition
Collecting face-recognition
  Using cached face_recognition-1.3.0-py2.py3-none-any.whl.metadata (21 kB)
Collecting face-recognition-models>=0.3.0 (from face-recognition)
  Using cached face_recognition_models-0.3.0-py2.py3-none-any.whl
Collecting Click>=6.0 (from face-recognition)
  Using cached click-8.1.7-py3-none-any.whl.metadata (3.0 kB)
Collecting dlib>=19.7 (from face-recognition)
  Using cached dlib-19.24.4.tar.gz (3.3 MB)
  Installing build dependencies ... done
  Getting requirements to build wheel ... done
  Preparing metadata (pyproject.toml) ... done
Requirement already satisfied: numpy in /Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages (from face-recognition) (1.26.4)
Collecting Pillow (from face-recognition)
  Using cached pillow-10.3.0-cp312-cp312-macosx_11_0_arm64.whl.metadata (9.2 kB)
Using cached face_recognition-1.3.0-py2.py3-none-any.whl (15 kB)
Using cached click-8.1.7-py3-none-any.whl (97 kB)
Using cached pillow-10.3.0-cp312-cp312-macosx_11_0_arm64.whl (3.4 MB)
Building wheels for collected packages: dlib
  Building wheel for dlib (pyproject.toml) ... error
  error: subprocess-exited-with-error
  
  × Building wheel for dlib (pyproject.toml) did not run successfully.
  │ exit code: 1
  ╰─> [13 lines of output]
      <string>:210: SyntaxWarning: invalid escape sequence '('
      <string>:211: SyntaxWarning: invalid escape sequence '('
      <string>:212: SyntaxWarning: invalid escape sequence '('
      running bdist_wheel
      running build
      running build_ext
      Traceback (most recent call last):
        File "/Library/Frameworks/Python.framework/Versions/3.12/bin/cmake", line 5, in <module>
          from cmake import cmake
      ModuleNotFoundError: No module named 'cmake'
      
      ERROR: CMake must be installed to build dlib
      
      [end of output]
  
  note: This error originates from a subprocess, and is likely not a problem with pip.
  ERROR: Failed building wheel for dlib
Failed to build dlib
ERROR: Could not build wheels for dlib, which is required to install pyproject.toml-based projects
 # 

Tried installing dlib independently but run into the same cmake issue