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-custom7000.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