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61 search results found

Open3d ⭐ 10,498

Open3D: A Modern Library for 3D Data Processing

Fastmri ⭐ 1,197

A large-scale dataset of both raw MRI measurements and clinical MRI images.

Neural Style Pt ⭐ 722

PyTorch implementation of neural style transfer algorithm

Pytorch Vqvae ⭐ 679

Vector Quantized VAEs - PyTorch Implementation

3d Reconstruction With Deep Learning Methods ⭐ 653

List of projects for 3d reconstruction

All About The Gan ⭐ 602

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

Monoport ⭐ 444

Volumetric Human Teleportation (SIGGRAPH 2020 Real-Time Live) Monocular Real-Time Volumetric Performance Capture(ECCV 2020)

Capsnet Pytorch ⭐ 409

PyTorch implementation of NIPS 2017 paper Dynamic Routing Between Capsules

Point2mesh ⭐ 408

Reconstruct Watertight Meshes from Point Clouds [SIGGRAPH 2020]

Project repo for Learning Category-Specific Mesh Reconstruction from Image Collections

Pytorch I Revnet ⭐ 338

i-RevNet Pytorch Code

Samplenet ⭐ 324

Differentiable Point Cloud Sampling (CVPR 2020 Oral)

Planenet ⭐ 295

PlaneNet: Piece-wise Planar Reconstruction from a Single RGB Image

Python package for signal processing, with emphasis on iterative methods

3d Point Capsule Networks ⭐ 273

3D Point Capsule Networks

Planarreconstruction ⭐ 266

[CVPR'19] Single-Image Piece-wise Planar 3D Reconstruction via Associative Embedding

High Fidelity Generative Compression ⭐ 252

Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression

Deep_image_prior ⭐ 146

Image reconstruction done with untrained neural networks.

Torchkbnufft ⭐ 133

A high-level, easy-to-deploy non-uniform Fast Fourier Transform in PyTorch.

Pix2vertex.pytorch ⭐ 114

An official pyTorch port of the pix2vertex paper from ICCV2017

Styletransfer ⭐ 114

Implementation of "Perceptual Losses for Real-Time Style Transfer and Super-Resolution" in PyTorch

Panoptic Reconstruction ⭐ 113

Official implementation of the NeurIPS 2021 paper "Panoptic 3D Scene Reconstruction from a Single RGB Image"

[CVPR'21] MonoRUn: Monocular 3D Object Detection by Reconstruction and Uncertainty Propagation

Pytorch Neural Style Transfer ⭐ 87

Reconstruction of the original paper on neural style transfer (Gatys et al.). I've additionally included reconstruction scripts which allow you to reconstruct only the content or the style of the image - for better understanding of how NST works.

Porousmediagan ⭐ 78

Reconstruction of three-dimensional porous media using generative adversarial neural networks

Deep Hdrreconstruction ⭐ 73

Official PyTorch implementation of "Single Image HDR Reconstruction Using a CNN with Masked Features and Perceptual Loss" (SIGGRAPH 2020)

Vrn Pytorch ⭐ 70

PyTorch Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"

PyTorch Implementation of Global SIP 2019 Paper "FHDR: HDR Image Reconstruction from a SingleLDR Image using Feedback Network"

Adversarial Autoencoder ⭐ 57

An adversarial autoencoder implementation in pytorch

Nerf and extensions in all

Official repository for NeurIPS 2023 paper "Global-correlated 3D-decoupling Transformer for Clothed Avatar Reconstruction"

Semantic Image Manipulation using Scene Graphs (CVPR 2020)

Vae Pytorch ⭐ 46

AE and VAE Playground in PyTorch

Deepinpy ⭐ 43

Deep inverse problems in Python

[ICLR 2020] FSPool: Learning Set Representations with Featurewise Sort Pooling

Wae Pytorch ⭐ 36

Deep neural network to reconstruct Confocal 3D stacks from Light Field Microscopy images.

Playing_with_vae ⭐ 34

Comparing FC VAE / FCN VAE / PCA / UMAP on MNIST / FMNIST

Pytorch Cyclegan ⭐ 30

Pytorch implementation of CycleGAN.

Empirical studies on Capsule Network representation and improvements implemented with PyTorch.

Pytorch Small Dataset Image Generation ⭐ 25

Audioear ⭐ 24

Official code of AAAI'23 paper AudioEar: Single-View Ear Reconstruction for Personalized Spatial Audio written in PyTorch

Pytorch implementation of Deep Reconstruction Classification Networks

Dautomap ⭐ 21

Implementation of dAUTOMAP (ISMRM2019) in Pytorch

Scae Pytorch ⭐ 20

Stacked Capsule Autoencoders (SCAE) in PyTorch and their semantic interpretation

Torch Scae ⭐ 19

PyTorch implementation of Stacked Capsule Auto-Encoders

Pytorch Implementation of OpenAI's "Improved Variational Inference with Inverse Autoregressive Flow"

Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding

Realtime 2d To 3d Faces ⭐ 16

Reconstructing real-time 3D faces from 2D images using deep learning.

Stroke Basedcharacterreconstruction ⭐ 12

Stroke-based Character Reconstruction ---> https://arxiv.org/abs/1806.08990

Sentencemim Demo ⭐ 11

This repo contains code to reproduce some of the results presented in the paper "SentenceMIM: A Latent Variable Language Model"

Deep Slomo ⭐ 11

Official PyTorch implementation of "Deep Slow Motion Video Reconstruction with Hybrid Imaging System" (TPAMI)

Seanet Pytorch ⭐ 9

This repository is a PyTorch version of "Soft-edge Assisted Network for Single Image Super-Resolution". (IEEE TIP 2020)

Capsnet Adversarial ⭐ 9

Capsule networks can defend against adversarial attacks using reconstruction error

Knowledge-guided Pairwise Reconstruction Network for Weakly Supervised Referring Expression Grounding

Ice Wacv2018 ⭐ 8

A PyTorch implementation for our WACV 2018 paper "Multi-Task Spatiotemporal Neural Networks for Structured Surface Reconstruction"

Optimization Based Inverse Rendering ⭐ 8

Code for 3D face reconstruction from 2D image

Vae Pytorch ⭐ 8

Grounder Pytorch ⭐ 7

This is an implementation of "Grounding of Textual Phrases in Images by Reconstruction" in PyTorch

Sketch2voxel ⭐ 6

Final project repo of 6.869 Computer Vision MIT - 3D shape reconstruction from human sketch

Molecular_synthesis_and_reconstruction ⭐ 5

Deep Learning And Applied Artificial Intelligence Project 2019/2020 - Molecular Synthesis & Reconstruction

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