Hi,
Thank you for this package.
In the end of installation I got this Error message
ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
stochastic 0.7.0 requires scipy<2.0,>=1.8, but you have scipy 1.6.0 which is incompatible.
The installation is well done (second installation)
site-packages is not writeable
Processing ./dist/cil4sys-0.1.tar.gz
Preparing metadata (setup.py) ... done
Requirement already satisfied: multiprocess==0.70.15 in /home/kirus/.local/lib/python3.10/site-packages (from cil4sys==0.1) (0.70.15)
Requirement already satisfied: numpy==1.23.5 in /home/kirus/.local/lib/python3.10/site-packages (from cil4sys==0.1) (1.23.5)
Requirement already satisfied: opencv_python==4.5.5.62 in /home/kirus/.local/lib/python3.10/site-packages (from cil4sys==0.1) (4.5.5.62)
Requirement already satisfied: Pillow==10.0.0 in /home/kirus/.local/lib/python3.10/site-packages (from cil4sys==0.1) (10.0.0)
Requirement already satisfied: pytesseract==0.3.10 in /home/kirus/.local/lib/python3.10/site-packages (from cil4sys==0.1) (0.3.10)
Requirement already satisfied: scipy==1.6.0 in /home/kirus/.local/lib/python3.10/site-packages (from cil4sys==0.1) (1.6.0)
Requirement already satisfied: setuptools==68.1.2 in /home/kirus/.local/lib/python3.10/site-packages (from cil4sys==0.1) (68.1.2)
Requirement already satisfied: scikit-image==0.18.1 in /home/kirus/.local/lib/python3.10/site-packages (from cil4sys==0.1) (0.18.1)
Requirement already satisfied: dill>=0.3.7 in /home/kirus/.local/lib/python3.10/site-packages (from multiprocess==0.70.15->cil4sys==0.1) (0.3.7)
Requirement already satisfied: packaging>=21.3 in /home/kirus/.local/lib/python3.10/site-packages (from pytesseract==0.3.10->cil4sys==0.1) (23.2)
Requirement already satisfied: matplotlib!=3.0.0,>=2.0.0 in /home/kirus/.local/lib/python3.10/site-packages (from scikit-image==0.18.1->cil4sys==0.1) (3.8.0)
Requirement already satisfied: networkx>=2.0 in /home/kirus/.local/lib/python3.10/site-packages (from scikit-image==0.18.1->cil4sys==0.1) (3.2.1)
Requirement already satisfied: imageio>=2.3.0 in /home/kirus/.local/lib/python3.10/site-packages (from scikit-image==0.18.1->cil4sys==0.1) (2.33.0)
Requirement already satisfied: tifffile>=2019.7.26 in /home/kirus/.local/lib/python3.10/site-packages (from scikit-image==0.18.1->cil4sys==0.1) (2023.9.26)
Requirement already satisfied: PyWavelets>=1.1.1 in /home/kirus/.local/lib/python3.10/site-packages (from scikit-image==0.18.1->cil4sys==0.1) (1.5.0)
Requirement already satisfied: contourpy>=1.0.1 in /home/kirus/.local/lib/python3.10/site-packages (from matplotlib!=3.0.0,>=2.0.0->scikit-image==0.18.1->cil4sys==0.1) (1.1.1)
Requirement already satisfied: cycler>=0.10 in /home/kirus/.local/lib/python3.10/site-packages (from matplotlib!=3.0.0,>=2.0.0->scikit-image==0.18.1->cil4sys==0.1) (0.12.1)
Requirement already satisfied: fonttools>=4.22.0 in /home/kirus/.local/lib/python3.10/site-packages (from matplotlib!=3.0.0,>=2.0.0->scikit-image==0.18.1->cil4sys==0.1) (4.43.1)
Requirement already satisfied: kiwisolver>=1.0.1 in /home/kirus/.local/lib/python3.10/site-packages (from matplotlib!=3.0.0,>=2.0.0->scikit-image==0.18.1->cil4sys==0.1) (1.4.5)
Requirement already satisfied: pyparsing>=2.3.1 in /usr/lib/python3/dist-packages (from matplotlib!=3.0.0,>=2.0.0->scikit-image==0.18.1->cil4sys==0.1) (2.4.7)
Requirement already satisfied: python-dateutil>=2.7 in /home/kirus/.local/lib/python3.10/site-packages (from matplotlib!=3.0.0,>=2.0.0->scikit-image==0.18.1->cil4sys==0.1) (2.8.2)
Requirement already satisfied: six>=1.5 in /usr/lib/python3/dist-packages (from python-dateutil>=2.7->matplotlib!=3.0.0,>=2.0.0->scikit-image==0.18.1->cil4sys==0.1) (1.16.0)
Building wheels for collected packages: cil4sys
Building wheel for cil4sys (setup.py) ... done
Created wheel for cil4sys: filename=cil4sys-0.1-py3-none-any.whl size=17985676 sha256=451df7ca4c975f6100e09f74ba811d141faa3d32deffd279c1290217194d3133
Stored in directory: /home/kirus/.cache/pip/wheels/94/c5/9b/8e49563ac201c4a1a3daaa6a738063425fe2865d1b859fd60a
Successfully built cil4sys
Installing collected packages: cil4sys
Attempting uninstall: cil4sys
Found existing installation: cil4sys 0.1
Uninstalling cil4sys-0.1:
Successfully uninstalled cil4sys-0.1
Successfully installed cil4sys-0.1
BUT
When I run python3 main.py
I got error during importing packages
python3 main.py
Traceback (most recent call last):
File "/media/DATA/ComputerVision/cil4sys/main.py", line 44, in <module>
from skimage import filters
File "/home/kirus/.local/lib/python3.10/site-packages/skimage/filters/__init__.py", line 4, in <module>
from .edges import (sobel, sobel_h, sobel_v,
File "/home/kirus/.local/lib/python3.10/site-packages/skimage/filters/edges.py", line 18, in <module>
from ..restoration.uft import laplacian
File "/home/kirus/.local/lib/python3.10/site-packages/skimage/restoration/__init__.py", line 5, in <module>
from .deconvolution import wiener, unsupervised_wiener, richardson_lucy
File "/home/kirus/.local/lib/python3.10/site-packages/skimage/restoration/deconvolution.py", line 6, in <module>
from scipy.signal import convolve
File "/home/kirus/.local/lib/python3.10/site-packages/scipy/signal/__init__.py", line 302, in <module>
from .filter_design import *
File "/home/kirus/.local/lib/python3.10/site-packages/scipy/signal/filter_design.py", line 16, in <module>
from scipy import special, optimize, fft as sp_fft
File "/home/kirus/.local/lib/python3.10/site-packages/scipy/optimize/__init__.py", line 421, in <module>
from ._shgo import shgo
File "/home/kirus/.local/lib/python3.10/site-packages/scipy/optimize/_shgo.py", line 9, in <module>
from scipy import spatial
File "/home/kirus/.local/lib/python3.10/site-packages/scipy/spatial/__init__.py", line 107, in <module>
from . import distance, transform
File "/home/kirus/.local/lib/python3.10/site-packages/scipy/spatial/transform/__init__.py", line 19, in <module>
from .rotation import Rotation, Slerp
ImportError: /home/kirus/.local/lib/python3.10/site-packages/scipy/spatial/transform/rotation.cpython-310-x86_64-linux-gnu.so: undefined symbol: _PyGen_Send
After updating scipy
with pip install scipy==1.8.1
, The package seems to work well with the default video.mp4.
python3 main.py
[INFO] Configuring Environment ...
[INFO] Reading Variable Files ...
[INFO] Starting Video Processing
[INFO] Capturing video ...
[SUCESS] video captured in 0 seconds
[INFO] Generating Frames ...
[SUCESS] 181 frames generated in 7 seconds
[INFO] Preprocessing Frames ...
[SUCESS] frames preprocessed in 17 seconds
[INFO] Filtring and Denoisng Frames ...
[SUCESS] frames filtred and denoised in 19 seconds
[INFO] frames sorted in 19 seconds
[INFO] Numerical Character Detection ...
and during this /data/images/video_frames
and /data/images/roi_frames
folders were generated.
Maybe it is necessary to update setup.py
with scipy==1.8.1
But after I got this error
---------------------------------------------
[FAIL] licence plate not detected !
[INFO] processing possible best matched numbers ...
[INFO] car number is:0-0
[INFO] Time Remaining:19
Traceback (most recent call last):
File "/home/kirus/.local/lib/python3.10/site-packages/pytesseract/pytesseract.py", line 255, in run_tesseract
proc = subprocess.Popen(cmd_args, **subprocess_args())
File "/usr/lib/python3.10/subprocess.py", line 971, in __init__
self._execute_child(args, executable, preexec_fn, close_fds,
File "/usr/lib/python3.10/subprocess.py", line 1863, in _execute_child
raise child_exception_type(errno_num, err_msg, err_filename)
FileNotFoundError: [Errno 2] No such file or directory: 'tesseract'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/media/DATA/ComputerVision/cil4sys/main.py", line 347, in <module>
chars = pytesseract.image_to_string(img_result, lang='eng')
File "/home/kirus/.local/lib/python3.10/site-packages/pytesseract/pytesseract.py", line 423, in image_to_string
return {
File "/home/kirus/.local/lib/python3.10/site-packages/pytesseract/pytesseract.py", line 426, in <lambda>
Output.STRING: lambda: run_and_get_output(*args),
File "/home/kirus/.local/lib/python3.10/site-packages/pytesseract/pytesseract.py", line 288, in run_and_get_output
run_tesseract(**kwargs)
File "/home/kirus/.local/lib/python3.10/site-packages/pytesseract/pytesseract.py", line 260, in run_tesseract
raise TesseractNotFoundError()
pytesseract.pytesseract.TesseractNotFoundError: tesseract is not installed or it's not in your PATH. See README file for more information.
How we an setup inputs like live camera or recorded video?
Note:
I am on PC without camera (ubuntu). And I just want to use camera recorded video as INPUT.
Many Thanks,
Karim