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48 search results found

Deep Learning For Tracking And Detection ⭐ 2,270

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

Voxelmorph ⭐ 2,025

Unsupervised Learning for Image Registration

Pwc Net ⭐ 1,394

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)

Fastmot ⭐ 786

High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀

Liteflownet ⭐ 543

LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)

Optical.flow.demo ⭐ 523

A project that uses optical flow and machine learning to detect aimhacking in video clips.

Selflow ⭐ 371

SelFlow: Self-Supervised Learning of Optical Flow

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)

Few Shot Patch Based Training ⭐ 326

The official implementation of our SIGGRAPH 2020 paper Interactive Video Stylization Using Few-Shot Patch-Based Training

Awesome Optical Flow ⭐ 311

This is a list of awesome paper about optical flow and related work.

Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation

TOFlow: Video Enhancement with Task-Oriented Flow

Liteflownet2 ⭐ 230

A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020

UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss

IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation (CVPR 2022)

Fastflownet ⭐ 165

FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation (ICRA 2021)

Spatial Pyramid Network for Optical Flow

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.

Volumetric Correspondence Networks for Optical Flow, NeurIPS 2019.

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.

Frame-Recurrent Video Super-Resolution (official repository)

Motion-Attentive Transition for Zero-Shot Video Object Segmentation (AAAI2020)

Back2future.pytorch ⭐ 98

Unsupervised Learning of Multi-Frame Optical Flow with Occlusions

Vehicle Speed Estimation ⭐ 91

Vehicle Speed Estimation from Video using Deep Learning and Optical Flow in PyTorch.

[CVPR 2023 Highlight] Hidden Gems: 4D Radar Scene Flow Learning Using Cross-Modal Supervision

DDFlow: Learning Optical Flow with Unlabeled Data Distillation

PWC-Network with TensorFlow

Official repository of DeMFI (ECCV 2022).

Humanflow ⭐ 58

Learning Human Optical Flow

Multi Object Tracking ⭐ 55

yolov3, deep_sort and optical flow

Pytoflow ⭐ 54

The py version of toflow → https://github.com/anchen1011/toflow

Flowattack ⭐ 46

Attacking Optical Flow (ICCV 2019)

Doplearning ⭐ 44

Code for "Unsupervised Learning of Depth, Optical Flow and Pose with Occlusion from 3D Geometry"

Back2future ⭐ 39

Unsupervised Learning of Multi-Frame Optical Flow with Occlusions

SLAMP: Stochastic Latent Appearance and Motion Prediction

Softnet Spotme ⭐ 31

Shallow Optical Flow Three-Stream CNN For Macro and Micro-Expression Spotting From Long Videos

Maskflownet Pytorch ⭐ 30

Pytorch implementation of MaskFlownet

Implementation of the paper 'Deep Learning of Graph Matching', CVPR 2018.

Opical Flow Estimation With Raft ⭐ 27

Optical Flow Estimation using RAFT with PyTorch.

CSFlow: Learning Optical Flow via Cross Strip Correlation for Autonomous Driving

Panoflow ⭐ 23

PanoFlow: Learning Optical Flow for Panoramic Images

Optiflow ⭐ 21

Optical flow plugin for Unreal Engine 4

Joint Motion Estimation And Segmentation ⭐ 20

[MICCAI'18] Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences

Humanflow2 ⭐ 17

Official repository of Learning Multi-Human Optical Flow (IJCV 2019)

Implementation of "Quadratic video interpolation", NeurIPS 2019.

Flow Supervisor ⭐ 14

Semi-supervised optical flow network

Deepvideo ⭐ 14

Deep learning for video compression.

Deepdreamvideoopticalflow ⭐ 11

Teamgabru ⭐ 11

The official repository of TeamGabru.

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)

Theano Flownet ⭐ 8

FlowNetS and FlowNetC port to Theano

Waveletvfi ⭐ 7

Dynamic Frame Interpolation in Wavelet Domain (TIP 2023)

Opticflow ⭐ 7

Optical flow with convolutional neural networks for vision-based guidance of UAS

Cross And Learn ⭐ 6

Implementation of the Cross and Learn training scheme

📹 YOLO meets Optical Flow

Keras_models ⭐ 5

Deep Nets written using the Keras framework.

Slowmotionvideoflow ⭐ 5

High quality slow motion video generation using deep neural nets and optical flow.

Optical Flow Using Deep Flow ⭐ 5

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