heeseung-cho Goto Github PK

2021-nia-k-ict-ai-lecture

본 강의는 인공지능 관련하여 관심 있는 일반인 50명을 대상으로 온라인교육으로 진행되며 교육은 판교 스타트업캠퍼스 1동 6층에 소재한 '빅데이터센터' 교육장에서 강의가 진행됩니다. 강의는 3일간, 오전 10시~오후 6시까지(총 21시간) 과정으로 진행되며, 이론과 실습과정으로 운영됩니다.

2parameter_model_in_bart

brain_tumor_segmentation

christmas_tree

크리스마스 트리

cogsys_statistics

d2l-ko

한글 번역이 진행 중 입니다 | Dive into Deep Learning. With code, math, and discussions.

dacrew3_policeandthief

dcc-2021-0925-a

deep-learning-from-scratch

『밑바닥부터 시작하는 딥러닝』(한빛미디어, 2017)

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

dqn-pytorch

A PyTorch Implementation for Deep Q Network

heeseung-cho

heeseung-cho.github.io

interpret

Fit interpretable models. Explain blackbox machine learning.

mi-eeg-1d-cnn-pytorch

ml-lessons

Intro to deep learning for medical imaging lesson, by MD.ai

odin

A simple and effective method for detecting out-of-distribution images in neural networks.

pytorch-project-template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

r_middleclass

sleep_project

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

wkit_water_quality

xai606-avatargan

We strive to transfer realistic features from photos of real faces to avatar styles. An end-to-end ML application using PyTorch, Weights & Biases, Flask API, Docker and ReactJS.

xai606-project1

xai606-project2

xai612-project

xai612-project-pytorch