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Search results for pytorch optical flow

42 search results found

Deep Learning For Tracking And Detection ⭐ 2,270

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

Pwc Net ⭐ 1,394

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)

OpenMMLab optical flow toolbox and benchmark

Liteflownet ⭐ 543

LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)

Video_features ⭐ 397

Extract video features from raw videos using multiple GPUs. We support RAFT flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, ResNet features.

Few Shot Patch Based Training ⭐ 326

The official implementation of our SIGGRAPH 2020 paper Interactive Video Stylization Using Few-Shot Patch-Based Training

Text2cinemagraph ⭐ 288

Text2Cinemagraph: Text-Guided Synthesis of Eulerian Cinemagraphs [SIGGRAPH ASIA 2023]

Action_recognition_zoo ⭐ 202

Codes for popular action recognition models, verified on the something-something data set.

IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation (CVPR 2022)

Fastflownet ⭐ 165

FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation (ICRA 2021)

Volumetric Correspondence Networks for Optical Flow, NeurIPS 2019.

Motion-Attentive Transition for Zero-Shot Video Object Segmentation (AAAI2020)

A modular PyTorch library for optical flow estimation using neural networks

Flownet2.pytorch ⭐ 104

Off-the-shelf FlowNet module in PyTorch-0.3.0

Back2future.pytorch ⭐ 98

Unsupervised Learning of Multi-Frame Optical Flow with Occlusions

The official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation".

Event_based_optical_flow ⭐ 90

The official implementation of "Secrets of Event-based Optical Flow" (ECCV2022 Oral)

Bridgedepthflow ⭐ 87

Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence, CVPR 2019

Official repository of DeMFI (ECCV 2022).

Pytoflow ⭐ 54

The py version of toflow → https://github.com/anchen1011/toflow

Forward Warp ⭐ 52

An optical flow forward warp's lib with backpropagation using pytorch.

Flowattack ⭐ 46

Attacking Optical Flow (ICCV 2019)

SLAMP: Stochastic Latent Appearance and Motion Prediction

SENSE: a Shared Encoder Network for Scene-flow Estimation

Maskflownet Pytorch ⭐ 30

Pytorch implementation of MaskFlownet

Flowlens ⭐ 23

PyTorch implementation of FlowLens (https://arxiv.org/pdf/2211.11293)

Joint Motion Estimation And Segmentation ⭐ 20

[MICCAI'18] Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences

Spatial Temporal Attention ⭐ 17

Humanflow2 ⭐ 17

Official repository of Learning Multi-Human Optical Flow (IJCV 2019)

Unrigidflow ⭐ 15

Official PyTorch Implementation of Unsupervised Learning of Scene Flow Estimation Fusing with Local Rigidity

Flow Supervisor ⭐ 14

Semi-supervised optical flow network

Deepvideo ⭐ 14

Deep learning for video compression.

Ef-RAFT: Rethinking RAFT for Efficient Optical Flow (MVIP 2024)

PyTorch Implementation of "Robust Temporal Super-Resolution for Dynamic Motion Video", ICCVW, AIM2019

Pwc Net.pytorch ⭐ 11

Off-the-shelf PWC-Net module in PyTorch-1.0＋

Abm Pytorch ⭐ 10

Source code for ABMs.

Optical Flow Guided Feature Pytorch ⭐ 10

Optical Flow Guided Feature for Action Recognition-Pytorch

Elr Wacv2018 ⭐ 9

A PyTorch Implementation for our WACV 2018 paper "Fully-Coupled Two-Stream Spatiotemporal Networks for Extremely Low Resolution Action Recognition"

Implementation of our paper entitiled FAMINet: Learning Real-time Semi-supervised Video Object Segmentation with Steepest Optimized Optical Flow published in TIM.

Pytorch Tvnet ⭐ 7

TVNet to generate optical flow in pytorch

Waveletvfi ⭐ 7

Dynamic Frame Interpolation in Wavelet Domain (TIP 2023)

Pytorch Implementation of "PoSNet: 4x video frame interpolation using position-specific flow"

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