ArflowThe official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation".
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Py DenseflowExtract TVL1 optical flows in python (multi-process && multi-server)
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OpticalflowtoolkitPython-based optical flow toolkit for existing popular dataset
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Flownet2 DockerDockerfile and runscripts for FlowNet 2.0 (estimation of optical flow)
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SpynetSpatial Pyramid Network for Optical Flow
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CloverROS-based framework and RPi image to control PX4-powered drones 🍀
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Maskflownet[CVPR 2020, Oral] MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask
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PystepsPython framework for short-term ensemble prediction systems.
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Liteflownet2A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020
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Deep Learning For Tracking And DetectionCollection of papers, datasets, code and other resources for object tracking and detection using deep learning
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FrvsrFrame-Recurrent Video Super-Resolution (official repository)
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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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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.
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Df VoDepth and Flow for Visual Odometry
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Netdef modelsRepository for different network models related to flow/disparity (ECCV 18)
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Hidden Two StreamCaffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"
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UnflowUnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss
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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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