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The Top 20 Tensorflow Optical Flow Open Source Projects

Open source projects categorized as Tensorflow Optical Flow
Categories > Mathematics > Optical Flow
Categories > Machine Learning > Tensorflow
Liteflownet ⭐ 543
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)
most recent commit a year ago
Selflow ⭐ 371
SelFlow: Self-Supervised Learning of Optical Flow
most recent commit 2 years ago
Flownet2 Tf ⭐ 362
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
most recent commit 6 years ago
Tfoptflow ⭐ 330
Optical Flow Prediction with TensorFlow. Implements "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume," by Deqing Sun et al. (CVPR 2018)
most recent commit 5 years ago
Unflow ⭐ 217
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss
most recent commit 4 years ago
Tfvos ⭐ 150
Semi-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.
most recent commit 5 years ago
Video2tfrecord ⭐ 142
Easily 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.
most recent commit 2 years ago
Kfnet ⭐ 88
KFNet: Learning Temporal Camera Relocalization using Kalman Filtering (CVPR 2020 Oral)
most recent commit 4 years ago
Pwcnet ⭐ 77
PWC-Network with TensorFlow
most recent commit a year ago
Super Slomo Tf2 ⭐ 57
Tensorflow 2 implementation of Super SloMo paper
most recent commit a year ago
Motion Rcnn ⭐ 55
Motion R-CNN: Mask R-CNN with support for 3D motion estimation (prototype)
most recent commit 6 years ago
Flownet2.tf ⭐ 36
Off-the-shelf FlowNet module in TensorFlow-1.2.0
most recent commit 6 years ago
Pwcnet Tf2 ⭐ 23
TensorFlow-based implementation of "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume".
most recent commit 2 years ago
Netdef Docker ⭐ 22
DispNet3, FlowNet3, FlowNetH, SceneFlowNet -- in Docker
most recent commit 4 years ago
Deepepisodicmemory ⭐ 10
Deep neural network architecture for representing robot experiences in an episodic-like memory which facilitates encoding, recalling, and predicting action experience - Research Project at KIT's High Performance Humanoids Technologies Lab (H2T)
most recent commit 6 years ago
Image_warping ⭐ 8
To explain the process of warping an image using optical flow of the sequence
most recent commit 3 years ago
Flownet_tensorflow ⭐ 7
most recent commit 7 years ago
Opticflow ⭐ 7
Optical flow with convolutional neural networks for vision-based guidance of UAS
most recent commit 7 years ago
Pytorch Tvnet ⭐ 7
TVNet to generate optical flow in pytorch
most recent commit 4 years ago
Flownets_tensorflow ⭐ 6
FlowNetS model implemented
most recent commit 7 years ago
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