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The Top 23 Python Deep Learning Optical Flow Open Source Projects

Open source projects categorized as Python Deep Learning Optical Flow
Categories > Machine Learning > Deep Learning
Categories > Mathematics > Optical Flow
Voxelmorph ⭐ 2,025
Unsupervised Learning for Image Registration
total releases 2most recent commit 4 months ago
Pwc Net ⭐ 1,394
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)
most recent commit 2 years ago
Fastmot ⭐ 786
High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
most recent commit 2 years ago
Optical.flow.demo ⭐ 523
A project that uses optical flow and machine learning to detect aimhacking in video clips.
most recent commit 2 years ago
Selflow ⭐ 371
SelFlow: Self-Supervised Learning of Optical Flow
most recent commit 2 years ago
Cc ⭐ 283
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation
most recent commit 5 years ago
Liteflownet2 ⭐ 230
A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020
most recent commit 2 years ago
Unflow ⭐ 217
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss
most recent commit 4 years ago
Ifrnet ⭐ 191
IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation (CVPR 2022)
most recent commit 9 months ago
Fastflownet ⭐ 165
FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation (ICRA 2021)
most recent commit a year 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
Matnet ⭐ 137
Motion-Attentive Transition for Zero-Shot Video Object Segmentation (AAAI2020)
most recent commit 2 years ago
Back2future.pytorch ⭐ 98
Unsupervised Learning of Multi-Frame Optical Flow with Occlusions
most recent commit 4 years ago
Ddflow ⭐ 80
DDFlow: Learning Optical Flow with Unlabeled Data Distillation
most recent commit 4 years ago
Demfi ⭐ 60
Official repository of DeMFI (ECCV 2022).
most recent commit a year ago
Multi Object Tracking ⭐ 55
yolov3, deep_sort and optical flow
most recent commit 5 years ago
Flowattack ⭐ 46
Attacking Optical Flow (ICCV 2019)
most recent commit 4 years ago
Doplearning ⭐ 44
Code for "Unsupervised Learning of Depth, Optical Flow and Pose with Occlusion from 3D Geometry"
most recent commit 3 years ago
Slamp ⭐ 36
SLAMP: Stochastic Latent Appearance and Motion Prediction
most recent commit a year ago
Softnet Spotme ⭐ 31
Shallow Optical Flow Three-Stream CNN For Macro and Micro-Expression Spotting From Long Videos
most recent commit a year ago
Maskflownet Pytorch ⭐ 30
Pytorch implementation of MaskFlownet
most recent commit 4 years ago
Dlgm ⭐ 30
Implementation of the paper 'Deep Learning of Graph Matching', CVPR 2018.
most recent commit 5 years ago
Csflow ⭐ 23
CSFlow: Learning Optical Flow via Cross Strip Correlation for Autonomous Driving
most recent commit 2 years ago
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