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license_plate_recognition_symbols , distance_measure_ object, traffic_sign, speed_limit , person, vehicle

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MagicXuanTung/DETECT_RECOGNIZE-LICENSE-PLATE-BOUNDARIES-SPEED-LIMITS-SIGNS-OBJECTS

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Setup for project

  1. Install Python: https://www.python.org/
  2. Install Anaconda ( development environment): https://www.anaconda.com/download
  3. Run install file requirements.txt (by Terminal on Project) Content inside file “requirements.txt”:

pip install -r requirements.txt

ultralytics

opencv-python

easyoc

numpy

  1. ultralytics (The YOLO model is used to detect the location of objects in an image and return bounding boxes for each object)
  2. opencv-python (OpenCV is used to read, process and display images)
  3. easyocr (Use EasyOCR to read text on license plates)

• Detection licenseplate_recognition_symbols • Detection distance_measure object: • Detection traffic_sign • Detection speed_limit

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