75 Open source projects that are alternatives of or similar to EPPM

Dense Matching Benchmark

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

Python-based optical flow toolkit for existing popular dataset

Dockerfile and runscripts for FlowNet 2.0 (estimation of optical flow)

Fast, accurate and easy to run dense optical flow with python wrapper

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

DDFlow: Learning Optical Flow with Unlabeled Data Distillation

Extract 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.

Example code for the ADNS-3080 optical flow sensor

ROS-based framework and RPi image to control PX4-powered drones 🍀

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.

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

OpenMMLab optical flow toolbox and benchmark

The official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation".

PyTrx 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.

pytorch implementation of "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume"

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

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

ROS package for Correlation Flow (ICRA 2018)

Unsupervised Learning for Image Registration

[ECCV 2018] DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

[ICCV 2021 Oral] High-Resolution Optical Flow from 1D Attention and Correlation

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)

Extract TVL1 optical flows in python (multi-process && multi-server)

Frame-Recurrent Video Super-Resolution (official repository)

SelFlow: Self-Supervised Learning of Optical Flow

Optical Flow Dataset and Benchmark for Visual Crowd Analysis

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

Attacking Optical Flow (ICCV 2019)

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.

Image based obstacle avoidance using optical flow

Repository for different network models related to flow/disparity (ECCV 18)

Unsupervised Learning for Optical Flow Estimation Using Pyramid Convolution LSTM.

Volumetric Correspondence Networks for Optical Flow, NeurIPS 2019.

[CVPR 2020, Oral] MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask

Unsupervised Learning of Multi-Frame Optical Flow with Occlusions

Pure Pytorch implementation of Correlation Layer that commonly used in learning based optical flow estimator

🎮 [IJCAI'20][ICLR'19 Workshop] Flow-based Intrinsic Curiosity Module. Playing SuperMario with RL agent and FICM!

Depth and Flow for Visual Odometry

Dockerfile and runscripts for DispNet and FlowNet1 (estimation of disparity and optical flow)

Vision-based Robot 3D Pose and Velocities Estimations

ROS Error-State Kalman Filter based on PX4/ecl. Performs GPS/Magnetometer/Vision Pose/Optical Flow/RangeFinder fusion with IMU

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

Optical Flow estimation in pure Python

Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding

An implementation of several tracking algorithms based on Lucas Kanade algorithms

Python optical flow visualization following Baker et al. (ICCV 2007) as used by the MPI-Sintel challenge

Video++, a C++14 high performance video and image processing library.

Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence, CVPR 2019

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

Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

Caffe implementation for "Guided Optical Flow Learning"

Python framework for short-term ensemble prediction systems.

Compute dense optical flow using TV-L1 algorithm with NVIDIA GPU acceleration.

Face Detection and tracking using CamShift, Kalman Filter, Optical Flow

TensorFlow implementation for "Guided Optical Flow Learning"

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

Spatial Pyramid Network for Optical Flow