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 (+585%)
Ficm🎮 [IJCAI'20][ICLR'19 Workshop] Flow-based Intrinsic Curiosity Module. Playing SuperMario with RL agent and FICM!
Stars: ✭ 92 (+360%)
Maskflownet[CVPR 2020, Oral] MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask
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FrvsrFrame-Recurrent Video Super-Resolution (official repository)
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CrowdFlowOptical Flow Dataset and Benchmark for Visual Crowd Analysis
Stars: ✭ 87 (+335%)
VcnVolumetric Correspondence Networks for Optical Flow, NeurIPS 2019.
Stars: ✭ 118 (+490%)
flowattackAttacking Optical Flow (ICCV 2019)
Stars: ✭ 58 (+190%)
EskfROS Error-State Kalman Filter based on PX4/ecl. Performs GPS/Magnetometer/Vision Pose/Optical Flow/RangeFinder fusion with IMU
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Liteflownet2A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020
Stars: ✭ 195 (+875%)
PystepsPython framework for short-term ensemble prediction systems.
Stars: ✭ 159 (+695%)
LiteflownetLiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)
Stars: ✭ 474 (+2270%)
GuidedNetCaffe implementation for "Guided Optical Flow Learning"
Stars: ✭ 28 (+40%)
BridgeDepthFlowBridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence, CVPR 2019
Stars: ✭ 114 (+470%)
Netdef modelsRepository for different network models related to flow/disparity (ECCV 18)
Stars: ✭ 130 (+550%)
Back2future.pytorchUnsupervised Learning of Multi-Frame Optical Flow with Occlusions
Stars: ✭ 104 (+420%)
Dispnet Flownet DockerDockerfile and runscripts for DispNet and FlowNet1 (estimation of disparity and optical flow)
Stars: ✭ 78 (+290%)
Df VoDepth and Flow for Visual Odometry
Stars: ✭ 233 (+1065%)
PyoptflowOptical Flow estimation in pure Python
Stars: ✭ 49 (+145%)
CorrelationLayerPure Pytorch implementation of Correlation Layer that commonly used in learning based optical flow estimator
Stars: ✭ 22 (+10%)
VppVideo++, a C++14 high performance video and image processing library.
Stars: ✭ 655 (+3175%)
Opticalflow visualizationPython optical flow visualization following Baker et al. (ICCV 2007) as used by the MPI-Sintel challenge
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Py DenseflowExtract TVL1 optical flows in python (multi-process && multi-server)
Stars: ✭ 159 (+695%)
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)
Stars: ✭ 415 (+1975%)
flow1d[ICCV 2021 Oral] High-Resolution Optical Flow from 1D Attention and Correlation
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SpynetSpatial Pyramid Network for Optical Flow
Stars: ✭ 158 (+690%)
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.
Stars: ✭ 151 (+655%)
humanflow2Official repository of Learning Multi-Human Optical Flow (IJCV 2019)
Stars: ✭ 37 (+85%)
Flownet2 DockerDockerfile and runscripts for FlowNet 2.0 (estimation of optical flow)
Stars: ✭ 137 (+585%)
Optical-Flow-GPU-DockerCompute dense optical flow using TV-L1 algorithm with NVIDIA GPU acceleration.
Stars: ✭ 48 (+140%)
ArflowThe official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation".
Stars: ✭ 134 (+570%)
mmflowOpenMMLab optical flow toolbox and benchmark
Stars: ✭ 711 (+3455%)
deepOFTensorFlow implementation for "Guided Optical Flow Learning"
Stars: ✭ 26 (+30%)
Pwc Net pytorchpytorch implementation of "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume"
Stars: ✭ 111 (+455%)
DdflowDDFlow: Learning Optical Flow with Unlabeled Data Distillation
Stars: ✭ 101 (+405%)
SoftNet-SpotMEShallow Optical Flow Three-Stream CNN For Macro and Micro-Expression Spotting From Long Videos
Stars: ✭ 17 (-15%)
PytoflowThe py version of toflow → https://github.com/anchen1011/toflow
Stars: ✭ 83 (+315%)
UnflowUnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss
Stars: ✭ 239 (+1095%)
Pwc NetPWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)
Stars: ✭ 1,142 (+5610%)
PyTrxPyTrx is a Python object-oriented programme created for the purpose of calculating real-world measurements from oblique images and time-lapse image series. Its primary purpose is to obtain velocities, surface areas, and distances from oblique, optical imagery of glacial environments.
Stars: ✭ 31 (+55%)
VoxelmorphUnsupervised Learning for Image Registration
Stars: ✭ 1,057 (+5185%)
OpticalflowtoolkitPython-based optical flow toolkit for existing popular dataset
Stars: ✭ 219 (+995%)
Adns3080Example code for the ADNS-3080 optical flow sensor
Stars: ✭ 36 (+80%)
Flownet2FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
Stars: ✭ 938 (+4590%)
Df Net[ECCV 2018] DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency
Stars: ✭ 190 (+850%)
PyflowFast, accurate and easy to run dense optical flow with python wrapper
Stars: ✭ 564 (+2720%)
video featuresExtract video features from raw videos using multiple GPUs. We support RAFT and PWC flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, ResNet features.
Stars: ✭ 225 (+1025%)
CloverROS-based framework and RPi image to control PX4-powered drones 🍀
Stars: ✭ 177 (+785%)
EPPMCUDA implementation of the paper "Fast Edge-Preserving PatchMatch for Large Displacement Optical Flow" in CVPR 2014.
Stars: ✭ 34 (+70%)
PCLNetUnsupervised Learning for Optical Flow Estimation Using Pyramid Convolution LSTM.
Stars: ✭ 29 (+45%)
EPCEvery Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding
Stars: ✭ 27 (+35%)
Hidden Two StreamCaffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"
Stars: ✭ 179 (+795%)