Neural-Representation-for-Video-via-Differential-Input-and-Pyramidal-Architecture

KO | EN

gitlite — search

#javascript #ai #typescript #golang #android #rust #deep-learning #linux #java #awesome #kubernetes #pytorch #security #ios

Neural-Representation-for-Video-via-Differential-Input-and-Pyramidal-Architecture

(★ 10)

Neural Representation for Video via Differential Input and Pyramidal Architecture

Neural-Representation-for-Video-via-Differential-Input-and-Pyramidal-Architecture 최신버젼 다운로드

최종 버전 다운로드 (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# DNeRV: Modeling Inherent Dynamics via Difference Neural Representation for Videos (CVPR2023)
# PNeRV: Enhancing Spatial Consistency via Pyramidal Neural Representation for Video (CVPR2024)

This is the official implementation of the paper "[DNeRV: Modeling Inherent Dynamics via Difference Neural Representation for Videos](https://arxiv.org/pdf/2304.06544.pdf) (CVPR2023)" and "[PNeRV: Enhancing Spatial Consistency via Pyramidal Neural Representation for Videos](https://arxiv.org/pdf/2404.08921.pdf) (CVPR2024)".

Our work is modified base on "[E-NeRV: Expedite Neural Video Representation with Disentangled Spatial-Temporal Context](https://arxiv.org/pdf/2207.08132.pdf) (ECCV 2022)", https://github.com/kyleleey/E-NeRV. Thanks to Zizhang Li for his excellent implementation. The code structure of the DNeRV is the same as E-NeRV.

Also, DNeRV is inspire by "[HNeRV: A Hybrid Neural Representation for Videos](https://arxiv.org/pdf/2304.02633.pdf) (CVPR2023)". More than content stream proposed by HNeRV, we add the difference stream with a difference encoder and a attention module, Collaborative Content Unit (CCU).

use command: _bash scripts/run.sh cfgs/DNeRV.yaml xxx 29500_ to run the code.

Neural-Representation-for-Video-via-Differential-Input-and-Pyramidal-Architecture

Neural-Representation-for-Video-via-Differential-Input-and-Pyramidal-Architecture 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

Neural-Representation-for-Video-via-Differential-Input-and-Pyramidal-Architecture

Neural-Representation-for-Video-via-Differential-Input-and-Pyramidal-Architecture 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

Download README