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    Computer Vision

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    Image Processing

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    Video I/O

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    Computational Photography

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    Geometric Transforms

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    Medical Image Analysis

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    Object Detection

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    Face Detection

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    Graphical User Interfaces

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    Autonomous Driving

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    Deep Learning

    OpenCV boasts the DNN module. While this module doesn’t support training and fine-tuning, it can be used for deep learning inference on videos and images. We are also acquainted with popular network architectures that can be used with OpenCV such as ResNet, AlexNet, GoogleLeNet, etc.

    5 Unique OpenCV Project Ideas To Choose From

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    1. Developing a customized painting app. The deque library in OpenCV can come in handy in developing the color palette. You can also use the cv2 library to create the plain drawing window.
    2. Line following robot. This is a common project for undergraduate engineering students in their sophomore years.
    3. Fruit detection app. Develop a system that detects fruits in real-time. This system is a bit complicated and requires deep learning algorithm training.
    4. Computer vision-based student attendance recording system. The app identifies the student’s face and marks them as a present.
    5. Face mask detection system. The system identifies if the person entering a building is wearing a face mask. It involves training the algorithm with images of people wearing face masks.
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