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NVIDIA/flownet2-pytorch

flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

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Builder

NVIDIA

NVIDIA

NVIDIA • big-tech

Stars

3,287

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Forks

749

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Nov 20, 2017

Project creation date

README Summary

Pytorch implementation of [FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks](https://arxiv.org/abs/1612.01925).

Community Evaluation

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AI Dev Skills

Unmapped

Computer VisionConvolutional Neural NetworksDeep LearningFrame InterpolationMotion EstimationOptical Flow EstimationPyTorch ImplementationVideo Analysis

Tags

Computer VisionConvolutional Neural NetworksDeep LearningFrame InterpolationMotion EstimationOptical Flow EstimationPyTorch ImplementationVideo AnalysisForkedGPU / CUDANumPyPyTorchPythonResearch / Papers

Taxonomy

AI Trends

Computer VisionDeep Learning for Video Understanding

category

Model TrainingInference & ServingComputer VisionLearning ResourcesData Science & Analytics

Deployment Context

Self-hostedCloudOn-premise

Industries

RoboticsAutonomous VehiclesEntertainmentSecuritySports Analytics

Modalities

VideoImage

Skill Areas

Optical Flow EstimationConvolutional Neural NetworksVideo AnalysisComputer VisionDeep LearningPyTorch ImplementationMotion EstimationFrame Interpolation

tag

Computer VisionDeep LearningForkedGPU / CUDANumPyPyTorchPythonResearch / Papers

Use Cases

Video Motion TrackingObject TrackingVideo StabilizationAction RecognitionFrame InterpolationVideo CompressionAutonomous Navigation

Recent Activity

Updated 3 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

research
Quality
medium
Maturity
research

Categories

Search & KnowledgePrimaryOther AI / MLInference & ServingLearning ResourcesData Science & AnalyticsModel TrainingComputer Vision

PM Skills

Developer Platform

Languages

Python100.0%

Timeline

Project created
Nov 20, 2017
Forked
Mar 14, 2026
Your last push
3 years ago
Upstream last push
3 months ago
Tracked since
May 28, 2023

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