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Search results for optical flow
optical-flow
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286 search results found
Frame Interpolation
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2,283
FILM: Frame Interpolation for Large Motion, In ECCV 2022.
Deep Learning For Tracking And Detection
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2,270
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
Co Tracker
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2,205
CoTracker is a model for tracking any point (pixel) on a video.
Voxelmorph
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2,025
Unsupervised Learning for Image Registration
Artistic Videos
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1,543
Torch implementation for the paper "Artistic style transfer for videos"
Pwc Net
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1,394
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)
Flownet2
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893
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
Pixelflow
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858
A Processing/Java library for high performance GPU-Computing (GLSL). Fluid Simulation + SoftBody Dynamics + Optical Flow + Rendering + Image Processing + Particle Systems + Physics +...
Fastmot
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786
High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
Mmflow
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703
OpenMMLab optical flow toolbox and benchmark
Unimatch
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657
[TPAMI'23] Unifying Flow, Stereo and Depth Estimation
Vpp
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620
Video++, a C++14 high performance video and image processing library.
E2fgvi
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591
Official code for "Towards An End-to-End Framework for Flow-Guided Video Inpainting" (CVPR2022)
Geonet
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579
Code for GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose (CVPR 2018)
Liteflownet
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543
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)
Optical.flow.demo
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523
A project that uses optical flow and machine learning to detect aimhacking in video clips.
Gmflow
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521
[CVPR'22 Oral] GMFlow: Learning Optical Flow via Global Matching
Pyflow
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478
Fast, accurate and easy to run dense optical flow with python wrapper
Deepdreamanim
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477
DeepDream Animation Helper
Df Vo
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426
Depth and Flow for Visual Odometry
Video_features
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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.
Pysteps
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389
Python framework for short-term ensemble prediction systems.
Clover
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373
ROS-based framework and RPi image to control PX4-powered drones 🍀
Selflow
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371
SelFlow: Self-Supervised Learning of Optical Flow
Flownet2 Tf
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362
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
Ransac Flow
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352
(ECCV 2020) RANSAC-Flow: generic two-stage image alignment
Cvpr23_lfdm
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333
The pytorch implementation of our CVPR 2023 paper "Conditional Image-to-Video Generation with Latent Flow Diffusion Models"
Tfoptflow
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330
Optical Flow Prediction with TensorFlow. Implements "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume," by Deqing Sun et al. (CVPR 2018)
Gpu_flow
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329
GPU based optical flow extraction in OpenCV
Few Shot Patch Based Training
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326
The official implementation of our SIGGRAPH 2020 paper Interactive Video Stylization Using Few-Shot Patch-Based Training
Awesome Optical Flow
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311
This is a list of awesome paper about optical flow and related work.
Text2cinemagraph
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288
Text2Cinemagraph: Text-Guided Synthesis of Eulerian Cinemagraphs [SIGGRAPH ASIA 2023]
Cc
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283
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation
Vs Reid
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278
Video Object Segmentation with Re-identification
Maskflownet
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274
[CVPR 2020, Oral] MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask
Toflow
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245
TOFlow: Video Enhancement with Task-Oriented Flow
Liteflownet2
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230
A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020
Unflow
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217
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss
Action_recognition_zoo
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202
Codes for popular action recognition models, verified on the something-something data set.
Opticalflowtoolkit
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194
Python-based optical flow toolkit for existing popular dataset
Ifrnet
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191
IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation (CVPR 2022)
Of_dis
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191
Fast Optical Flow using Dense Inverse Search (DIS)
Camliflow
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188
[CVPR 2022 Oral & TPAMI 2023] Learning Optical Flow and Scene Flow with Bidirectional Camera-LiDAR Fusion
Denseflow
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177
Extracting optical flow and frames
Df Net
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175
[ECCV 2018] DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency
Hidden Two Stream
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168
Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"
Fastflownet
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165
FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation (ICRA 2021)
Sof Vsr
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165
[ACCV 2018 & TIP 2020] Deep Video Super-resolution using HR Optical Flow Estimation
Irr
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162
Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation (CVPR 2019)
Expansion
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156
Upgrading Optical Flow to 3D Scene Flow through Optical Expansion, CVPR 2020 (Oral).
Spynet
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152
Spatial Pyramid Network for Optical Flow
Tfvos
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150
Semi-Supervised Video Object Segmentation (VOS) with Tensorflow. Includes implementation of *MaskRNN: Instance Level Video Object Segmentation (NIPS 2017)* as part of the NIPS Paper Implementation Challenge.
Vcn
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147
Volumetric Correspondence Networks for Optical Flow, NeurIPS 2019.
Awesome Video Stabilization
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145
A curated list of video stabilization methods
Video2tfrecord
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142
Easily convert RGB video data (e.g. .avi) to the TensorFlow tfrecords file format for training e.g. a NN in TensorFlow. This implementation allows to limit the number of frames per video to be stored in the tfrecords.
Frvsr
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141
Frame-Recurrent Video Super-Resolution (official repository)
Py Denseflow
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138
Extract TVL1 optical flows in python (multi-process && multi-server)
Matnet
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137
Motion-Attentive Transition for Zero-Shot Video Object Segmentation (AAAI2020)
Densematchingbenchmark
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136
Dense Matching Benchmark
Awesome Optical Flow Algorithm
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133
A curated list of resources dedicated to optical flow algorithms. Feel free to make PRs to contribute.
Flownet2 Docker
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124
Dockerfile and runscripts for FlowNet 2.0 (estimation of optical flow)
Netdef_models
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123
Repository for different network models related to flow/disparity (ECCV 18)
Ezflow
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123
A modular PyTorch library for optical flow estimation using neural networks
Opticalflow_visualization
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111
Python optical flow visualization following Baker et al. (ICCV 2007) as used by the MPI-Sintel challenge
Cpm
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105
Efficient Coarse-to-Fine PatchMatch for Large Displacement Optical Flow, CVPR 2016
Flownet2.pytorch
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104
Off-the-shelf FlowNet module in PyTorch-0.3.0
Deq Flow
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102
[CVPR 2022] Deep Equilibrium Optical Flow Estimation
Mrflow
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99
Code for the paper "Optical Flow in Mostly Rigid Scenes" by Jonas Wulff, Laura Sevilla-Lara, Michael Black, CVPR 2017
Back2future.pytorch
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98
Unsupervised Learning of Multi-Frame Optical Flow with Occlusions
Amt
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95
Official code for "AMT: All-Pairs Multi-Field Transforms for Efficient Frame Interpolation" (CVPR2023)
Ficm
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94
🎮 [IJCAI'20][ICLR'19 Workshop] Flow-based Intrinsic Curiosity Module. Playing SuperMario with RL agent and FICM!
Arflow
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94
The official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation".
Crowdflow
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92
Optical Flow Dataset and Benchmark for Visual Crowd Analysis
Vehicle Speed Estimation
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91
Vehicle Speed Estimation from Video using Deep Learning and Optical Flow in PyTorch.
Scopeflow
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90
Dynamic Scene Scoping for Optical Flow (CVPR 2020)
Event_based_optical_flow
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90
The official implementation of "Secrets of Event-based Optical Flow" (ECCV2022 Oral)
Flow1d
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89
[ICCV 2021 Oral] High-Resolution Optical Flow from 1D Attention and Correlation
Kfnet
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88
KFNet: Learning Temporal Camera Relocalization using Kalman Filtering (CVPR 2020 Oral)
Bridgedepthflow
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87
Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence, CVPR 2019
Undepthflow
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83
Reconet Pytorch
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82
Realtime Coherent Style Transfer for Videos
Cmflow
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81
[CVPR 2023 Highlight] Hidden Gems: 4D Radar Scene Flow Learning Using Cross-Modal Supervision
Matchflow
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81
[CVPR 2023] Rethinking Optical Flow from Geometric Matching Consistent Perspective
Ddflow
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80
DDFlow: Learning Optical Flow with Unlabeled Data Distillation
Pwcnet
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77
PWC-Network with TensorFlow
M2m_vfi
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75
Many-to-many Splatting for Efficient Video Frame Interpolation
Pcaflow
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75
Openvision
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72
OpenVisionLibrary
Dispnet Flownet Docker
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72
Dockerfile and runscripts for DispNet and FlowNet1 (estimation of disparity and optical flow)
Localization
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70
Range based Localization ROS Package (IROS 2017)
Ev Flownet
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69
Code for the paper "EV-FlowNet: Self-Supervised Optical Flow for Event-based Cameras"
Self Driving
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66
Machine learning models for self-driving cars
Event_flow
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64
Self-Supervised Learning of Event-based Optical Flow with Spiking Neural Networks
Unity Optical Flow
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63
A simple optical flow implementation by fragment shader for Unity.
Demfi
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60
Official repository of DeMFI (ECCV 2022).
Objectflow
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60
Implemenation of the paper: "Video Segmentation via Object Flow", Y.-H. Tsai, M.-H. Yang and M. J. Black, CVPR 2016
Epicflow
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59
A Matlab wrapper for EpicFlow
Humanflow
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58
Learning Human Optical Flow
Netwarp_public
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58
Semantic Video CNNs through Representation Warping. ICCV 2017
Super Slomo Tf2
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57
Tensorflow 2 implementation of Super SloMo paper
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Python Optical Flow (219)
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