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naxda's Projects

courseraml icon courseraml

I took Andrew Ng's Machine Learning course on Coursera and did the homework assigments... but, on my own in python because I love jupyter notebooks!

darknet icon darknet

YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )

deep_learning icon deep_learning

비전공생도 한눈에 이해하는 딥러닝 자료모음

dfdnet icon dfdnet

Blind Face Restoration via Deep Multi-scale Component Dictionaries (ECCV 2020)

exoplanets-discovery-machine-learning icon exoplanets-discovery-machine-learning

Designed a supervised learning model to discover exoplanets thanks to the Kepler Telescope data. This project involved pre-processing data with Dynamic Time Wrapping and applying different unsupervised learning algorithms to make a prediction about a planet. Discovered 144 planets that were not previously categorized as confirmed.

gan-sandbox icon gan-sandbox

Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.

generative_inpainting icon generative_inpainting

DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

handson-ml icon handson-ml

도서 "핸즈온 머신러닝"의 예제와 연습문제를 담은 주피터 노트북입니다.

homemade-machine-learning icon homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

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