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Ewha Womans Univ. 2020 OpenSWProject: Lectures for image processing and deep neural networks

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Open Software Project: Image processing and deep neural networks

📌 Ewha Womans University - Summer 2020

Summary:

Topic Language Completed
Pixel-wise operation C/C++ ✔
Region-wise operation C/C++ ✔
Image restoration & segmentation C/C++ ✔
Edge/Corner detection C/C++ ✔
Feature descriptor C/C++ ✔
Feature matching & fitting C/C++ ✔
Implement linear classifier & MLP Python, Numpy ✔
Implement CNN architecture (ResNet) Python, Pytorch ✔
Implement encoder-decoder architecture (U-Net) Python, Pytorch ✔

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Ewha Womans Univ. 2020 OpenSWProject: Lectures for image processing and deep neural networks

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