Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis

PyTorch code for FLD (Feature Likelihood Divergence), FID, KID, Precision, Recall, etc. using DINOv2, InceptionV3, CLIP, etc.

Codebase for evaluation of deep generative models as presented in Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models

The open-source tool for building high-quality datasets and computer vision models

API Documentation for Python Projects

Linux/OSX/FreeBSD resource monitor

Lucid library adapted for PyTorch

Pytorch implementation of convolutional neural network visualization techniques

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

Compare GAN code.

Code for the paper "Generalizing to Unseen Domains via Adversarial Data Augmentation", NeurIPS 2018

A collection of AWESOME things about domian adaptation

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

Train Scene Graph Generation for Visual Genome and GQA in PyTorch >= 1.2 with improved zero and few-shot generalization.

Visual localization made easy with hloc

Back to the Feature: Learning Robust Camera Localization from Pixels to Pose (CVPR 2021)

This repository contains the code for our papers "Learning Condition Invariant Features for Retrieval-Based Localization from 1M Images" and "Geometrically Mappable Image Features".

minimal example with native build instructions

A collection of useful .gitignore templates

Unscented Kalman Filter library for state and parameter estimation

SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)

A simple Multi-Robot SLAM solution that communicates efficiently. The result of my M.Sc. work.

Karabiner (KeyRemap4MacBook) is a powerful utility for keyboard customization.

PyTorch deep learning projects made easy.