Geometric Computer Vision Library for Spatial AI

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

Taming Transformers for High-Resolution Image Synthesis

Repository of code and resources related to different data science and machine learning topics. For learning, practice and teaching purposes.

A curated list of awesome neural radiance fields papers

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

[CVPR 2020] Interpreting the Latent Space of GANs for Semantic Face Editing

[ICCV 2019] Monocular depth estimation from a single image

Python package for the evaluation of odometry and SLAM

HPatches: Homography-patches dataset.

Python & Matlab code for local feature descriptor evaluation with the HPatches dataset.

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.

PRML algorithms implemented in Python

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

Resources related to causality

An index of algorithms for learning causality with data

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

Try out deep learning models online on Google Colab

Image-to-Image Translation in PyTorch

pix2pix demo that learns from facial landmarks and translates this into a face

Code and data for paper "Deep Painterly Harmonization": https://arxiv.org/abs/1804.03189

[CVPR2020] Adversarial Latent Autoencoders

Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series