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3d-gastro-ct

Three-dimensional segmentation and visualization of abdominal computed tomography scans

3dstylegan

StyleGAN2 - Official TensorFlow Implementation

abaqus

cnn-visualization-keras-tf2

Filter visualization, Feature map visualization, Guided Backprop, GradCAM, Guided-GradCAM, Deep Dream

code_snippets

coding-interview-university

A complete computer science study plan to become a software engineer.

compdam_dgd

coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

digital-image-process

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

ftn_example

ganhacks

starter from "How to Train a GAN?" at NIPS2016

gans-in-action

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

git-tutorials

Git-Tutorials GIT基本使用教學:memo:

git_demo

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

image-denoising-state-of-the-art

imgconvert

jekyll-theme-chirpy

A minimal, sidebar, responsive web design Jekyll theme that focuses on text presentation.

keras-image-super-resolution

EDSR, RCAN, SRGAN, SRFEAT, ESRGAN

latex_chinese

This is an document for quick setup template for Latex to write Chinese

linux-command

Linux命令大全搜索工具，内容包含Linux命令手册、详解、学习、搜集。https://git.io/linux

machine-learning-with-python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

matlab_example

ncorr_2d_matlab

2D Digital Image Correlation Matlab Software

numerical-methods

A collection of numerical methods in MATLAB.

opencv

Open Source Computer Vision Library

phd-thesis-template

A LaTeX / XeLaTeX / LuaLaTeX PhD thesis template for Cambridge University Engineering Department (CUED)

pythonnumericaldemos

Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.