Видеокурсы по Computer Vision и Бибилиотеке OpenCV на английском языке


Python for Computer Vision with OpenCV and Deep Learning

https://www.udemy.com/course/python-for-computer-vision-with-opencv-and-deep-learning/


Курс показался скучноватым и неинтересным


Исходники:

https://github.com/matematika-org/Python-for-Computer-Vision-with-OpenCV-and-Deep-Learning


https://github.com/matematika-org/CATS_DOGS


Презентации::

https://drive.google.com/drive/folders/1aCE-1dmPy-KUGQ9C99kx35U8tkpAnrCp


Какие-то пакеты установлены не будут. Все норм. Пока разбираться, что нужно, а что нет желания совсем нет. Паеты взяты из файла конфигурации для анаконды, которые лежат в исходных кодах.

$ {
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    pip install --upgrade freetype
    pip install --upgrade gettext
    pip install --upgrade glib
    pip install --upgrade graphite2
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    pip install --upgrade jupyterlab_launcher
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    pip install --upgrade tornado
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    pip install --upgrade zeromq5
    pip install --upgrade zlib
    pip install --upgrade zope
    pip install --upgrade zope.interface
    pip install --upgrade tbb
}


Примеры

Convolutional Neural Networks for Image Classificationы https://github.com/matematika-org/Python-for-Computer-Vision-with-OpenCV-and-Deep-Learning/blob/master/06-Deep-Learning-Computer-Vision/01-Keras-CNN-MNIST.ipynb

CIFAR-10 Multiple Classes https://github.com/matematika-org/Python-for-Computer-Vision-with-OpenCV-and-Deep-Learning/blob/master/06-Deep-Learning-Computer-Vision/02-Keras-CNN-CIFAR-10.ipynb

Классификация кошек и собак: https://github.com/matematika-org/Python-for-Computer-Vision-with-OpenCV-and-Deep-Learning/blob/master/06-Deep-Learning-Computer-Vision/03-Deep-Learning-Custom-Images.ipynb

DataSet c котиками и собаками https://github.com/matematika-org/CATS_DOGS

YOLO v3 Object Detection (На картинке находит объекты, обводит их в квадрат и присваивает метки) https://github.com/matematika-org/Python-for-Computer-Vision-with-OpenCV-and-Deep-Learning/blob/master/06-Deep-Learning-Computer-Vision/06-YOLOv3/06-YOLO-Object-Detection.ipynb

Считает количество пальцев, которые показывает человек на камеру https://github.com/matematika-org/Python-for-Computer-Vision-with-OpenCV-and-Deep-Learning/tree/master/07-Capstone-Project