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pwcnetPWC-Network with TensorFlow
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Flownet2 TfFlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
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Real-Time-Abnormal-Events-Detection-and-Tracking-in-Surveillance-SystemThe main abnormal behaviors that this project can detect are: Violence, covering camera, Choking, lying down, Running, Motion in restricted areas. It provides much flexibility by allowing users to choose the abnormal behaviors they want to be detected and keeps track of every abnormal event to be reviewed. We used three methods to detect abnorma…
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PyoptflowOptical Flow estimation in pure Python
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LiteflownetLiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)
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BridgeDepthFlowBridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence, CVPR 2019
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VcnVolumetric Correspondence Networks for Optical Flow, NeurIPS 2019.
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SelflowSelFlow: Self-Supervised Learning of Optical Flow
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FrvsrFrame-Recurrent Video Super-Resolution (official repository)
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back2futureUnsupervised Learning of Multi-Frame Optical Flow with Occlusions
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Ficm🎮 [IJCAI'20][ICLR'19 Workshop] Flow-based Intrinsic Curiosity Module. Playing SuperMario with RL agent and FICM!
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briefmatchBriefMatch real-time GPU optical flow
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Hidden Two StreamCaffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"
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VoofVisual odometry using optical flow and neural networks
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EskfROS Error-State Kalman Filter based on PX4/ecl. Performs GPS/Magnetometer/Vision Pose/Optical Flow/RangeFinder fusion with IMU
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EPPMCUDA implementation of the paper "Fast Edge-Preserving PatchMatch for Large Displacement Optical Flow" in CVPR 2014.
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PCLNetUnsupervised Learning for Optical Flow Estimation Using Pyramid Convolution LSTM.
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PyflowFast, accurate and easy to run dense optical flow with python wrapper
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deepOFTensorFlow implementation for "Guided Optical Flow Learning"
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TfoptflowOptical Flow Prediction with TensorFlow. Implements "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume," by Deqing Sun et al. (CVPR 2018)
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SpynetSpatial Pyramid Network for Optical Flow
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CcCompetitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation
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Pwc Net pytorchpytorch implementation of "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume"
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ToflowTOFlow: Video Enhancement with Task-Oriented Flow
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CloverROS-based framework and RPi image to control PX4-powered drones 🍀
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Ransac Flow(ECCV 2020) RANSAC-Flow: generic two-stage image alignment
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DdflowDDFlow: Learning Optical Flow with Unlabeled Data Distillation
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TfvosSemi-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.
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flownet2-ColabGoogle Colab notebook for running Nvidia flownet2-pytorch
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PytoflowThe py version of toflow → https://github.com/anchen1011/toflow
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Df Net[ECCV 2018] DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency
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deep-action-detectionMulti-stream CNN architectures for action detection with actor-centric filtering
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Pwc NetPWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)
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flow-io-opencvFork and OpenCV wrapper of the optical flow I/O and visualization code provided as part of the Sintel dataset [1].
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Flownet2 DockerDockerfile and runscripts for FlowNet 2.0 (estimation of optical flow)
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SoftNet-SpotMEShallow Optical Flow Three-Stream CNN For Macro and Micro-Expression Spotting From Long Videos
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VoxelmorphUnsupervised Learning for Image Registration
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Optical-Flow-GPU-DockerCompute dense optical flow using TV-L1 algorithm with NVIDIA GPU acceleration.
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Py DenseflowExtract TVL1 optical flows in python (multi-process && multi-server)
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Adns3080Example code for the ADNS-3080 optical flow sensor
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correlation flowROS package for Correlation Flow (ICRA 2018)
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ArflowThe official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation".
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Flownet2FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
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Liteflownet2A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020
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Opticalflow visualizationPython optical flow visualization following Baker et al. (ICCV 2007) as used by the MPI-Sintel challenge
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PystepsPython framework for short-term ensemble prediction systems.
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Netdef modelsRepository for different network models related to flow/disparity (ECCV 18)
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VppVideo++, a C++14 high performance video and image processing library.
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