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AvtoMarks DataSet Creator for training autoClassificator or smth...

images parser for avto.ru and filtering them for dataset. This programm is Kursovaya dont use it for Kursovaya in own case.

INSTALLATION:

Prepairing:

  • python -m venv venv
  • /venv/Scpits/activate.bat - for Win

Requrements for Selenium python main.py -p:

  • selenium-wire
  • selenium
  • chromedriver_autoinstaller

Requrements openCV + yolov3 python main.py -f (openCV+yolov3 used instead of imageai):

put in model's files in path like this:

~/model/coco.names ~/model/yolov3.cfg ~/model/yolov3.weights

USAGE:

Parser only

  1. activate venv

  2. launch python main.py -p -> choose setup for searching cars on avto.ru in filters

  3. enter link(s) with "Enter" ex.https://auto.ru/sankt-peterburg/cars/bmw/all/?year_to=2022&price_from=8000000 and press 2nd "Enter" for confirm

  4. name project -> it's create new dir for data

  5. that's launch automated browser and parse images

OpenCV filter

  1. launch python main.py -f
  2. all images from path src will be filtered and valid images be copied to /ouput/ path

Parser + filtering

python main.py

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Avto.ru parser with ImageAI filtering

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