S-1 B-4 helmet and license plate detection using ML

[abhiramseshu]

I am getting the following issue while running my project

_error: OpenCV(4.6.0) D:\a\opencv-python\opencv-python\opencv\modules\dnn\src\darknet\darknet_importer.cpp:217: error: (-212:Parsing error) Failed to parse NetParameter file: yolov3-custom_7000.weights in function 'cv::dnn::dnn4_v20220524::readNetFromDarknet'
Traceback:
File "C:\Users\abhir\OneDrive\Documents\GitHub\Helmet-and-Number-Plate-Detection-and-Recognition\ev2\Lib\site-packages\streamlit\runtime\scriptrunner\script_runner.py", line 600, in run_script
exec(code, module.dict)
File "C:\Users\abhir\OneDrive\Documents\GitHub\Helmet-and-Number-Plate-Detection-and-Recognition\source.py", line 12, in
net = cv2.dnn.readNet("yolov3-custom_7000.weights", "yolov3-custom.cfg")

And it cant import keras models

The packages in the requirements files were

imutils==0.5.4
numpy==1.24.3
opencv_python==4.6.0.66
Pillow==10.0.1
tensorflow==2.13.0
tensorflow_intel==2.13.0

And this is the github repo i got it from

https://github.com/FatimaSidra/Helmet-and-Number-Plate-Detection-and-Recognition

[abhiramseshu]

These are versions of packages which were installed in that environment

absl-py==2.1.0
altair==5.3.0
astunparse==1.6.3
attrs==23.2.0
blinker==1.8.2
cachetools==5.3.3
certifi==2024.6.2
charset-normalizer==3.3.2
click==8.1.7
colorama==0.4.6
flatbuffers==24.3.25
gast==0.4.0
gitdb==4.0.11
GitPython==3.1.43
google-auth==2.30.0
google-auth-oauthlib==1.0.0
google-pasta==0.2.0
grpcio==1.64.1
h5py==3.11.0
idna==3.7
imutils==0.5.4
Jinja2==3.1.4
jsonschema==4.22.0
jsonschema-specifications==2023.12.1
keras==3.3.3
libclang==18.1.1
Markdown==3.6
markdown-it-py==3.0.0
MarkupSafe==2.1.5
mdurl==0.1.2
ml-dtypes==0.3.2
namex==0.0.8
numpy==1.24.3
oauthlib==3.2.2
opencv-python==4.6.0.66
opt-einsum==3.3.0
optree==0.11.0
package_name==0.1
packaging==24.1
pandas==2.2.2
Pillow==10.0.1
protobuf==4.25.3
pyarrow==16.1.0
pyasn1==0.6.0
pyasn1_modules==0.4.0
pydeck==0.9.1
Pygments==2.18.0
python-dateutil==2.9.0.post0
pytz==2024.1
referencing==0.35.1
requests==2.32.3
requests-oauthlib==2.0.0
rich==13.7.1
rpds-py==0.18.1
rsa==4.9
six==1.16.0
smmap==5.0.1
streamlit==1.35.0
tenacity==8.4.1
tensorboard==2.16.2
tensorboard-data-server==0.7.2
tensorflow==2.16.1
tensorflow-estimator==2.13.0
tensorflow-intel==2.16.1
tensorflow-io-gcs-filesystem==0.31.0
termcolor==2.4.0
toml==0.10.2
toolz==0.12.1
tornado==6.4.1
typing_extensions==4.5.0
tzdata==2024.1
urllib3==2.2.2
watchdog==4.0.1
Werkzeug==3.0.3
wrapt==1.16.0

[charann29]

use gpt and lemme know if you can solve this.. The probable with most opencv projects is the setup itself.

Try this guide completely : https://docs.opencv.org/4.x/d5/de5/tutorial_py_setup_in_windows.html

[abhiramseshu]

I have tried multiple solutions from gpt 4 but none of them is working

[charann29]

For now replicate this project : https://github.com/brlivsky/helmet-detection-yolo

(OR)

It's getting overloaded : please select a good problem statement from this : https://github.com/topics/machine-learning-projects