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Hidden Two StreamCaffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"
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DdflowDDFlow: Learning Optical Flow with Unlabeled Data Distillation
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UnflowUnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss
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Back2future.pytorchUnsupervised Learning of Multi-Frame Optical Flow with Occlusions
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SelflowSelFlow: Self-Supervised Learning of Optical Flow
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VoxelmorphUnsupervised Learning for Image Registration
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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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back2futureUnsupervised Learning of Multi-Frame Optical Flow with Occlusions
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deepOFTensorFlow implementation for "Guided Optical Flow Learning"
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CrowdFlowOptical Flow Dataset and Benchmark for Visual Crowd Analysis
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GuidedNetCaffe implementation for "Guided Optical Flow Learning"
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PCLNetUnsupervised Learning for Optical Flow Estimation Using Pyramid Convolution LSTM.
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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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FrvsrFrame-Recurrent Video Super-Resolution (official repository)
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PyoptflowOptical Flow estimation in pure Python
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Liteflownet2A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020
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VppVideo++, a C++14 high performance video and image processing library.
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LiteflownetLiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)
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Video2tfrecordEasily 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.
Stars: ✭ 137 (+204.44%)
Flownet2 TfFlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
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Maskflownet[CVPR 2020, Oral] MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask
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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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FastmotHigh-performance multiple object tracking based on YOLO, Deep SORT, and optical flow
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Pwc NetPWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)
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SpynetSpatial Pyramid Network for Optical Flow
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OpticalflowtoolkitPython-based optical flow toolkit for existing popular dataset
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Adns3080Example code for the ADNS-3080 optical flow sensor
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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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Flownet2FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
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TA3N[ICCV 2019 Oral] TA3N: https://github.com/cmhungsteve/TA3N (Most updated repo)
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PyflowFast, accurate and easy to run dense optical flow with python wrapper
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Flownet2 DockerDockerfile and runscripts for FlowNet 2.0 (estimation of optical flow)
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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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Df Net[ECCV 2018] DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency
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Ransac Flow(ECCV 2020) RANSAC-Flow: generic two-stage image alignment
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ToflowTOFlow: Video Enhancement with Task-Oriented Flow
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CS-DisMo[ICCVW 2021] Rethinking Content and Style: Exploring Bias for Unsupervised Disentanglement
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VcnVolumetric Correspondence Networks for Optical Flow, NeurIPS 2019.
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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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CloverROS-based framework and RPi image to control PX4-powered drones 🍀
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flownet2-ColabGoogle Colab notebook for running Nvidia flownet2-pytorch
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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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briefmatchBriefMatch real-time GPU optical flow
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pwcnetPWC-Network with TensorFlow
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deep-action-detectionMulti-stream CNN architectures for action detection with actor-centric filtering
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VoofVisual odometry using optical flow and neural networks
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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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Py DenseflowExtract TVL1 optical flows in python (multi-process && multi-server)
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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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SoftNet-SpotMEShallow Optical Flow Three-Stream CNN For Macro and Micro-Expression Spotting From Long Videos
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PytoflowThe py version of toflow → https://github.com/anchen1011/toflow
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CGMMOfficial Repository of "Contextual Graph Markov Model" (ICML 2018 - JMLR 2020)
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