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3d-machine-learning

A resource repository for 3D machine learning

albumentations

fast image augmentation library and easy to use wrapper around other libraries

anime-gan-tensorflow

The BIGGAN based Anime generation implemented with tensorflow. All training data has been open sourced.

apdrawinggan2

Code for Line Drawings for Face Portraits from Photos using Global and Local Structure based GANs (TPAMI)

avatarify-windows

Real-Time Deepfake Avatars for Windows

awesome-semantic-segmentation

awesome-semantic-segmentation

bayesian-deep-learning

Notes and codes of the topic "Bayesian deep learning"

caricatureface

The source code for paper "Landmark Detection and 3D Face Reconstruction for Caricature using a Nonlinear Parametric Model".

coordconv-implementation

TensorFlow implementation of CoordConv Layer introduced by UBER

deeplearninganimepapers

A list of papers and other resources on deep learning with anime style images.

dl-uncertainty

What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?

face3d

Python tools for 3D face: 3DMM, Mesh processing(transform, camera, light, render), 3D face representations.

generators-with-stylegan2

Here is a series of face generators based on StyleGAN2

gy_mlcamp17

Sketch Simplification

imagededup

😎 Finding duplicate images made easy!

linefiller

Leak-proofing line art filling and segmentation based on trapped-ball filling, and a deep learning model for grouping.

maml-tensorflow-1

This repository implements the paper, Model-Agnostic Meta-Leanring for Fast Adaptation of Deep Networks.

neural_toolbox

standalone toolbox for neural modules (CBN, attention, FiLM layers etc.)

pydensecrf

Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.

quickdraw-dataset

Documentation on how to access and use the Quick, Draw! Dataset.

segmentation_uncertainty

sngan_projection

GANs with spectral normalization and projection discriminator

stylegan2-distillation

tensorflow-datasetapi

Simple Tensorflow DatasetAPI Tutorial for reading image

tensorflow-estimator-predictor-example

An example of using a custom tensorflow core estimator with predictor for increased inference performance when using the tensorflow estimator high-level API.

understanding-nn

Tensorflow tutorial for various Deep Neural Network visualization techniques

unpaired-portrait-drawing

Code for Unpaired Portrait Drawing Generation via Asymmetric Cycle Mapping (CVPR 2020)