computer vision based on deep learning lecture materials
2022.8. Request for lectures on deep learning and vision technology for practitioners. Start writing lecture materials.
2022.9. Record, review, and supplement lecture videos based on written materials.
2022.10. Development of computer vision deep learning lecture materials for training deep learning and computer vision application developers.
provide Python, Jupyter Notebook practice source files related to computer vision, deep learning such as CNN, R-CNN, ResNet, YOLO-1, YOLO-3, YOLO-5 based on Keras, PyTorch.
explain and coding the mechanism of deep learning such as NN, ResNet, R-CNN, ResNet, YOLO.
how to prepare a deep learning application development environment such as vscode, ubuntu, cuda, virtual env, docker, colab, sublime, UML.
how to use hyper parameter tunnning
how to develop simple computer vision service using YOLO, flask, python.