Stars
VoxelCNN: Order-Aware Generative Modeling Using the 3D-Craft Dataset
Project page of paper "Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning"
Pytorch code for ICLR-20 Paper "Learning to Explore using Active Neural SLAM"
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
Meta-Sim: Learning to Generate Synthetic Datasets (ICCV 2019)
This repository contains the code to reproduce the core results from the paper "The Numerics of GANs".
Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"
NumPy, TensorFlow and PyTorch implementation of human body SMPL model and infant body SMIL model.
Public code release for our SIGGRAPH 2018 paper "Deep Convolutional Priors for Indoor Scene Synthesis"
A PyTorch port of the Neural 3D Mesh Renderer
Implementation of methods for robust control from visual observations
Implementation of the Functional Neural Process models
Official Pytorch implementation of Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Modularized Implementation of Deep RL Algorithms in PyTorch
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
PyTorch implementation of spectral graph ConvNets, NeurIPS’16
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKT…
pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593
Auto-encoding & Generating 3D Point-Clouds.
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Pytorch implementation of Value Iteration Networks (NIPS 2016 best paper)
A curated list of awesome self-supervised methods
Code for ``A Point Set Generation Network for 3D Object Reconstruction from a Single Image''