111 Open source projects that are alternatives of or similar to Pyoptflow

Fork and OpenCV wrapper of the optical flow I/O and visualization code provided as part of the Sintel dataset [1].

Vision-based Robot 3D Pose and Velocities Estimations

Cool Vision projects

Python for ITU P.368 : Ground-wave propagation curves for frequencies between 10 kHz and 30 MHz

Attacking Optical Flow (ICCV 2019)

Processing and interpolating spatial data with a twist of machine learning

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

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

ROS package for Correlation Flow (ICRA 2018)

Google Colab notebook for running Nvidia flownet2-pytorch

Source code, data, and model results for "Fast non-linear gravity inversion in spherical coordinates with application to the South American Moho". Published in the Geophysical Journal International.

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.

A curated list of resources focused on Machine Learning in Geospatial Data Science.

Visual odometry using optical flow and neural networks

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)

NASA Horizontal Wind Model HWM93 in Python and Matlab

Basic example of using GNU Radio Companion for amateur (ham) radio communications

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

Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome

Unsupervised Learning for Optical Flow Estimation Using Pyramid Convolution LSTM.

This repository contains the laboratory portion of an upper level undergraduate class in Python on data visualization and statistics for geo & space scientists. Labs are updated when the course is in session through the most recent branch. See master version for current class.

Python for Atmosphere and Ocean Scientists

A Python interface for the Generic Mapping Tools.

Analysis of digital elevation models (DEMs)

This is a 'hands-on' tutorial for the RIKEN International School on Data Assimilation (RISDA2018).

PWC-Network with TensorFlow

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

High-performance multiple object tracking based on YOLO, Deep SORT, and optical flow

X lines of Python

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

Multi-stream CNN architectures for action detection with actor-centric filtering

Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.

Open geoscience datasets available in open databases from Google Drive, SEG Wiki, and US DoE Geothermal Data Repository OpenEi

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

A method about optimizing the facial landmark detection based on Kalman Filter, Optical Flow and Dlib

(ECCV 2020) RANSAC-Flow: generic two-stage image alignment

Estimate Core-based Permeability from NMR well log data

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to adress parameter and model uncertainties.

CUDA implementation of the paper "Fast Edge-Preserving PatchMatch for Large Displacement Optical Flow" in CVPR 2014.

Unsupervised Learning of Multi-Frame Optical Flow with Occlusions

Radar using Red Pitaya for RF: using Raspberry Pi 3 for quad-core radar signal processing

Example code for the ADNS-3080 optical flow sensor

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

The main abnormal behaviors that this project can detect are: Violence, covering camera, Choking, lying down, Running, Motion in restricted areas. It provides much flexibility by allowing users to choose the abnormal behaviors they want to be detected and keeps track of every abnormal event to be reviewed. We used three methods to detect abnorma…

NOTICE: This library is no longer being developed. Use Ensaio instead (https://www.fatiando.org/ensaio). -- Download geophysical models/datasets and load them in Python

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

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

The Unidata netcdf-java library

TensorFlow implementation for "Guided Optical Flow Learning"

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

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.

BriefMatch real-time GPU optical flow

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

SelFlow: Self-Supervised Learning of Optical Flow

No description or website provided.

Python for Atmosphere and Ocean Scientists

An implementation of several tracking algorithms based on Lucas Kanade algorithms

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

TOFlow: Video Enhancement with Task-Oriented Flow

MATLAB bindings for JIGSAW(GEO): an unstructured mesh generator for geoscientific modelling.