Projects in Awesome Lists tagged with optical-flow
A curated list of projects in awesome lists tagged with optical-flow .
https://github.com/facebookresearch/co-tracker
CoTracker is a model for tracking any point (pixel) on a video.
optical-flow point-tracking track-anything
Last synced: 13 May 2025
https://github.com/google-research/frame-interpolation
FILM: Frame Interpolation for Large Motion, In ECCV 2022.
forward-warp frame-interpolation optical-flow splatting video
Last synced: 15 May 2025
https://github.com/abhineet123/deep-learning-for-tracking-and-detection
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
code-collection deep-learning detection object-detection optical-flow paper-collection papers segmentation tracking tracking-by-detection
Last synced: 25 Mar 2025
https://github.com/abhineet123/Deep-Learning-for-Tracking-and-Detection
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
code-collection deep-learning detection object-detection optical-flow paper-collection papers segmentation tracking tracking-by-detection
Last synced: 20 Mar 2025
https://github.com/voxelmorph/voxelmorph
Unsupervised Learning for Image Registration
deep-learning diffeomorphism image-alignment image-registration machine-learning optical-flow probabilistic unsupervised-learning
Last synced: 13 May 2025
https://github.com/nvlabs/pwc-net
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)
caffe computer-vision cvpr2018 deeplearning optical-flow pwc-net pytorch
Last synced: 15 May 2025
https://github.com/autonomousvision/unimatch
[TPAMI'23] Unifying Flow, Stereo and Depth Estimation
correspondence cross-attention depth matching optical-flow stereo transformer unified-model
Last synced: 14 May 2025
https://github.com/open-mmlab/mmflow
OpenMMLab optical flow toolbox and benchmark
openmmlab optical-flow pytorch
Last synced: 15 May 2025
https://github.com/matt-42/vpp
Video++, a C++14 high performance video and image processing library.
c-plus-plus image-processing image-processing-library optical-flow tracking video-processing
Last synced: 04 Apr 2025
https://github.com/pathak22/pyflow
Fast, accurate and easy to run dense optical flow with python wrapper
computer-vision dense-flow image-processing optical-flow python-optical-flow
Last synced: 05 Apr 2025
https://github.com/Huangying-Zhan/DF-VO
Depth and Flow for Visual Odometry
depth-estimation icra2020 optical-flow self-supervised-learning visual-odometry
Last synced: 01 Apr 2025
https://github.com/waldo-vision/optical.flow.demo
A project that uses optical flow and machine learning to detect aimhacking in video clips.
anti-cheat anticheat deep-learning fps fps-shooter gaming machine-learning opencv opencv-python optical-flow
Last synced: 17 Jul 2025
https://github.com/anuragranj/cc
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation
adversarial adversarial-collaboration camera-pose deep-learning depth-prediction motion-segmentation optical-flow unsupervised-learning
Last synced: 27 Oct 2025
https://github.com/philferriere/tfoptflow
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)
computer-vision cvpr2018 deep-learning flying-chairs kitti-dataset motion-estimation mpi-sintel optical-flow pwc-net tensorflow
Last synced: 05 Apr 2025
https://github.com/v-iashin/video_features
Extract video features from raw videos using multiple GPUs. We support RAFT flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, and TIMM models.
audio-features clip feature-extraction i3d ig65m laion multi-gpu optical-flow parallel pytorch r2plus1d raft resnet s3d swin timm vggish video-features visual-features vit
Last synced: 02 Apr 2025
https://github.com/pySTEPS/pysteps
Python framework for short-term ensemble prediction systems.
advection ensemble-prediction forecast-verification hydrology nowcasting optical-flow precipitation rainfall rainfall-prediction stochastic-processes weather weather-radar
Last synced: 22 Mar 2025
https://github.com/nihaomiao/CVPR23_LFDM
The pytorch implementation of our CVPR 2023 paper "Conditional Image-to-Video Generation with Latent Flow Diffusion Models"
cvpr2023 diffusion-models image-animation image-to-video latent-diffusion optical-flow video-generation video-prediction
Last synced: 28 Mar 2025
https://github.com/anchen1011/toflow
TOFlow: Video Enhancement with Task-Oriented Flow
dataset deep-learning interpolation motion-detection optical-flow super-resolution video video-deblocking video-demo video-denoising video-processing
Last synced: 05 Apr 2025
https://github.com/tomrunia/opticalflow_visualization
Python optical flow visualization following Baker et al. (ICCV 2007) as used by the MPI-Sintel challenge
iccv motion opencv optical-flow python vision visualization
Last synced: 09 Apr 2025
https://github.com/CopterExpress/clover
ROS-based framework and RPi image to control PX4-powered drones 🍀
aruco computer-vision drone education mavros optical-flow px4 quadcopter raspberry-pi robotics ros
Last synced: 07 May 2025
https://github.com/liruoteng/OpticalFlowToolkit
Python-based optical flow toolkit for existing popular dataset
ground-truth kitti middlebury optical-flow python sintel
Last synced: 30 Mar 2025
https://github.com/ltkong218/IFRNet
IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation (CVPR 2022)
deep-learning deep-networks frame-interpolation knowledge-distillation optical-flow pytorch real-time slow-motion video view-synthesis
Last synced: 06 Mar 2025
https://github.com/anuragranj/spynet
Spatial Pyramid Network for Optical Flow
convolutional-networks deep-learning optical-flow spatial-pyramid-network spynet
Last synced: 03 Apr 2025
https://github.com/MCG-NJU/CamLiFlow
[CVPR 2022 Oral & TPAMI 2023] Learning Optical Flow and Scene Flow with Bidirectional Camera-LiDAR Fusion
cvpr2022 multimodal optical-flow point-cloud scene-flow
Last synced: 20 Mar 2025
https://github.com/MCG-NKU/AMT
Official code for "AMT: All-Pairs Multi-Field Transforms for Efficient Frame Interpolation" (CVPR2023)
backward-warp cvpr2023 frame-interpolation optical-flow slomo video video-generation
Last synced: 28 Mar 2025
https://github.com/vt-vl-lab/df-net
[ECCV 2018] DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency
depth optical-flow self-supervised-learning
Last synced: 21 Aug 2025
https://github.com/bryanyzhu/hidden-two-stream
Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"
action-recognition caffe cnn hmdb51 optical-flow real-time ucf101 unsupervised-learning video
Last synced: 08 Sep 2025
https://github.com/qijiezhao/py-denseflow
Extract TVL1 optical flows in python (multi-process && multi-server)
Last synced: 15 Mar 2025
https://github.com/tub-rip/event_based_optical_flow
The official implementation of "Secrets of Event-based Optical Flow" (ECCV2022 Oral and IEEE T-PAMI 2024)
depth-estimation eccv2022 event-based-vision event-camera event-vision optical-flow pytorch
Last synced: 29 Jun 2025
https://github.com/philferriere/tfvos
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.
convolutional-neural-networks deep-learning instance-segmentation optical-flow recurrent-neural-networks segmentation tensorflow video-segmentation
Last synced: 14 Apr 2025
https://dqiaole.github.io/MemFlow/
[CVPR 2024] MemFlow: Optical Flow Estimation and Prediction with Memory
Last synced: 08 May 2025
https://github.com/ferreirafabio/video2tfrecord
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.
deep-learning neural-network opencv optical-flow preprocessor tensorflow tensorflow-tfrecords video-understanding
Last synced: 07 Apr 2025
https://github.com/neu-vi/ezflow
A modular PyTorch library for optical flow estimation using neural networks
Last synced: 30 Mar 2025
https://github.com/vt-vl-lab/flownet2.pytorch
Off-the-shelf FlowNet module in PyTorch-0.3.0
Last synced: 23 Aug 2025
https://github.com/tsenst/crowdflow
Optical Flow Dataset and Benchmark for Visual Crowd Analysis
benchmark-suite computer-vision crowd-analysis crowd-counting dataset evaluation-framework motion-estimation multi-object-tracking optical-flow synthetic-images tracking tracking-by-detection trajectories tub-crowdflow-dataset video-analytics video-processing video-surveillance
Last synced: 07 May 2025
https://github.com/anuragranj/back2future.pytorch
Unsupervised Learning of Multi-Frame Optical Flow with Occlusions
deep-learning optical-flow unsupervised-learning
Last synced: 05 Apr 2025
https://github.com/Toytiny/CMFlow
[CVPR 2023 Highlight] Hidden Gems: 4D Radar Scene Flow Learning Using Cross-Modal Supervision
4d-radar automotive-radar autonomous-driving cross-modal-learning deep-learning ego-motion-estimation mobile-robotics motion-segmentation optical-flow scene-flow
Last synced: 20 Mar 2025
https://github.com/hellochick/FICM
:video_game: [IJCAI'20][ICLR'19 Workshop] Flow-based Intrinsic Curiosity Module. Playing SuperMario with RL agent and FICM!
curiosity-driven intrinsic-curiosity-module intrinsic-motivation optical-flow supermario
Last synced: 04 May 2025
https://github.com/scivision/pyoptflow
Optical Flow estimation in pure Python
geoscience horn-schunck lucas-kanade optical-flow python
Last synced: 12 Apr 2025
https://github.com/msu-video-group/memfof
[ICCV'2025 Highlight] MEMFOF: High-Resolution Training for Memory-Efficient Multi-Frame Optical Flow Estimation
deep-learning optical-flow pytorch video
Last synced: 25 Dec 2025
https://github.com/h33p/ofps
Optical Flow Processing Stack
computer-vision motion-estimation optical-flow
Last synced: 28 Oct 2025
https://github.com/tsenst/rloflib
Robust Local Optical Flow (RLOF)
computer-vision cpp-library feature-tracking linux lucas-kanade matlab matlab-interface mex mex-functions motion motion-estimation opencv optical-flow python python-interface rlof-library robust-local-optical-flow tracking video-processing visual-studio
Last synced: 07 May 2025
https://github.com/anuragranj/humanflow
Learning Human Optical Flow
deep-learning optical-flow spynet
Last synced: 05 Apr 2025
https://github.com/riccorl/super-slomo-tf2
Tensorflow 2 implementation of Super SloMo paper
cnn computer-vision flow frame frame-interpolation generative-model interpolation neural-network opencv optical-flow slomo slow-motion tensorflow
Last synced: 09 Jul 2025
https://github.com/wizyoung/optical-flow-gpu-docker
Compute dense optical flow using TV-L1 algorithm with NVIDIA GPU acceleration.
Last synced: 07 May 2025
https://github.com/anuragranj/flowattack
Attacking Optical Flow (ICCV 2019)
adversarial-attacks deep-learning optical-flow
Last synced: 05 Apr 2025
https://github.com/lauszus/adns3080
Example code for the ADNS-3080 optical flow sensor
Last synced: 14 Apr 2025
https://github.com/megengine/gyroflow
The official MegEngine implementation of the ICCV 2021 paper: GyroFlow: Gyroscope-Guided Unsupervised Optical Flow Learning
gyroscope megengine optical-flow
Last synced: 12 Apr 2025
https://github.com/ibaigorordo/onnx-raft-optical-flow-estimation
Python scripts for performing optical flow estimation using the RAFT model in ONNX
computer-vision onnx onnxruntime optical-flow python
Last synced: 04 Aug 2025
https://github.com/pennyhow/pytrx
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.
glaciology image-classification oblique-imagery opencv optical-flow photogrammetry python3 template-matching time-lapse
Last synced: 10 Apr 2025
https://github.com/PennyHow/PyTrx
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.
glaciology image-classification oblique-imagery opencv optical-flow photogrammetry python3 template-matching time-lapse
Last synced: 20 Jul 2025
https://github.com/ibaigorordo/onnx-neuflowv2-optical-flow
Python scripts performing optical flow estimation using the NeuFlowV2 model in ONNX.
computer-vision onnx onnxruntime opencv optical-flow python
Last synced: 14 Apr 2025
https://github.com/anuragranj/humanflow2
Official repository of Learning Multi-Human Optical Flow (IJCV 2019)
computer-vision datasets deep-learning optical-flow
Last synced: 05 Apr 2025
https://github.com/vt-vl-lab/flownet2.tf
Off-the-shelf FlowNet module in TensorFlow-1.2.0
Last synced: 12 Apr 2025
https://github.com/bryanyzhu/guidednet
Caffe implementation for "Guided Optical Flow Learning"
caffe flownet flying-chairs kitti-dataset mpi-sintel optical-flow unsupervised-learning unsupflownet
Last synced: 11 Apr 2025
https://github.com/vt-vl-lab/pwc-net.pytorch
Off-the-shelf PWC-Net module in PyTorch-1.0＋
Last synced: 12 Apr 2025
https://github.com/seanlynch/comfyui-optical-flow
ComfyUI custom nodes to compute and visualize optical flow and to apply it to another image
comfyui optical-flow stable-diffusion
Last synced: 19 Aug 2025
https://github.com/bioid-gmbh/facelivenessdetection
Liveness Detection, Deepfake Detection and PhotoVerify Face Match for KYC
anti-spoofing biometric deepfake-detection face-liveness face-matching face-recognition html5 javascript kyc liveness-analysis liveness-detection mask-attack motion-detection optical-flow pad presentation-attack-detection replay-attack selfie-check video-attack
Last synced: 30 Jul 2025
https://github.com/bryanyzhu/deepof
TensorFlow implementation for "Guided Optical Flow Learning"
flownet flyingchairs kitti-dataset mpi-sintel optical-flow semi-supervised-learning tensorflow ucf101 unsupervised-learning unsupnet
Last synced: 11 Apr 2025
https://github.com/papadanku/cshade
Image and video processing shaders for ReShade (convolutions, optical flow, etc.).
hlsl image-processing optical-flow reshade shaders video-processing
Last synced: 19 Jul 2025
https://github.com/1j01/tracky-mouse
Mouse control via head tracking, as a cross platform desktop app and JS library. eViacam alternative.
accessibility clmtrackr dwell-clicking electron-app facemesh facial-mouse hands-free hci head-mouse head-movement head-tracker head-tracking optical-flow
Last synced: 25 Apr 2025
https://github.com/vuanhtuan1012/determining-optical-flow
Determining optical flow by using Horn-Schunck method and Lucas-Kanade method
horn-schunck lucas-kanade matlab optical-flow
Last synced: 01 Aug 2025
https://github.com/libdriver/pmw3901mb
PMW3901MB full function driver library for general MCU and Linux.
c full-function-driver linux mcu optical-flow pmw3901mb spi
Last synced: 16 Mar 2025
https://github.com/tub-rip/event_based_bos
Event-based Background-Oriented Schlieren (IEEE TPAMI 2023)
air-convection background-oriented-schlieren co-capture-system event-based-vision event-camera event-data events-and-frames motion-estimation optical-flow schlieren
Last synced: 29 Jun 2025
https://github.com/milkcat0904/video-dataset-to-optical-flow
由视频数据集生成optical flow，frames，warped flow
Last synced: 19 Oct 2025
https://github.com/davidstutz/flow-io-opencv
Fork and OpenCV wrapper of the optical flow I/O and visualization code provided as part of the Sintel dataset [1].
computer-vision opencv optical-flow
Last synced: 23 Apr 2025
https://github.com/willprice/flowty
The swiss army knife for extracting optical flow
brox cuda cython dense-inverse-search dis docker farneback lucas-kanade nvidia-docker opencv optic-flow optical-flow pyramidal tv-l1 tvl1 variational-refinement
Last synced: 10 Apr 2025
https://github.com/amazingang/pytorch-tvnet
TVNet to generate optical flow in pytorch
Last synced: 06 May 2025
https://github.com/rfezzani/pyimof
Python package for optical flow estimation
image-processing optical-flow python
Last synced: 11 Apr 2025
https://github.com/kriswiner/paa3905
Optical flow X-Y velocity sensor plus 35 x 35 pixel 15 Hz video camera
arduino optical-flow sensor video-camera
Last synced: 15 Apr 2025
https://github.com/scivision/robust-optical-flow
Python / Matlab interface to Michael Black's Robust optical flow
Last synced: 12 Apr 2025
https://github.com/jakubvojvoda/motion-segmentation
Robust motion detection/segmentation using OpenCV
cpp frame-difference image-processing motion-detection motion-gradient motion-segmentation opencv optical-flow video-processing
Last synced: 09 Apr 2025
https://github.com/tub-rip/event-vision-index
🔥 Overview of Event-based Vision Research at TUB-RIP lab. Repositories organized by topics
3d-reconstruction awesome-list bio-inspired-robotics computer-vision depth-estimation event-based-vision event-camera event-denoising event-vision image-reconstruction joint-estimation optical-flow point-tracking robotics segmentation slam software-tools stereo-vision
Last synced: 29 Jun 2025
https://github.com/pacocp/YOLOF
:video_camera: YOLO meets Optical Flow
deeplearning object-detection optical-flow yolo
Last synced: 21 Apr 2025
https://github.com/scivision/barron-optflow
Robert Barron optical flow code: slightest modifications for modern computers
anandan barron geoscience horn-schunck lucas-kanade optical-flow
Last synced: 26 Jul 2025
https://github.com/uba/of
Methods for estimating optical flow
hierarchical horn-schunck image-processing lucas-kanade motion-detection optical-flow pyramidal
Last synced: 12 Apr 2025
https://github.com/blarc/optical-flow-estimation
Implementation of the two most well known optical flow estimation methods, the Lucas-Kanade method and the Horn-Schunck method.
horn-schunck lucas-kanade optical-flow
Last synced: 08 Oct 2025
https://github.com/alphonsg/rainbow-optical-flow-for-ali
Automated air liquid interface cell culture analysis using deep optical flow.
bioinformatics biology deep-learning image-analysis optical-flow python pytorch
Last synced: 06 Jul 2025
https://github.com/dyadica/circuitpython_paa5100ej
A Circuit-Python library for the PAA5100EJ
circuit-python circuitpython micropython optical-flow paa5100ej pmw3901 python rp2040 sensor
Last synced: 23 Oct 2025
https://github.com/deboliveira/voiddetection
MAV navigation approach based on geometric cues
mav navigation optical-flow path-planning uav vanishing-points vant
Last synced: 26 Oct 2025
https://github.com/asadullah-dal17/qr-code-detection-distance-estimation
QR code tracking with optical flow, and increase the distance estimation, range using Optical flow tracking, from 15.5 cm(on 1.5 cm sized QR code), 7x more which is due to optical flow,
distance distance-estiamtion distance-estimation-opencv distance-estimation-single-camera distnace-calculation-opencv optical-flow qr qrcode
Last synced: 04 Mar 2025
https://github.com/skp-1997/videostabilizationopencv
The code is primitive attempt to achieve video stabilization using OpenCV and without Deep Learning approach. It uses foundational computer vision techniques like feature detections, optical flow, transformation and warping.
computer-vision feature-detection image-transformations opencv optical-flow video-stabilization
Last synced: 22 Feb 2025
https://github.com/csinva/hummingbird-tracking
Code for tracking various things in hummingbird video
computer-vision hummingbird-tracking hummingbird-videos opencv-python optical-flow optical-flow-guided-feature python python3 tracking video
Last synced: 02 Apr 2025
https://github.com/gregorykogan/algo-vfi
Implementation of multiple optical flow estimation / video frame interpolation algorithms written in Rust
block-matching-algorithm flow image-processing image-pyramids optical-flow rust video video-frame-interpolation video-processing
Last synced: 23 Apr 2025
https://github.com/mpolinowski/opencv2-tracking-algorithm
Using the meanshift and optical flow algorithm to trackt objects in RTSP video streams and mp4 video files
camshift meanshift object-tracking opencv opencv-python optical-flow
Last synced: 23 Mar 2025
https://github.com/mlykotom/video-segmentation
icnet keras optical-flow segmentation tensorflow
Last synced: 06 Apr 2025
https://github.com/ibaigorordo/neuflow_v2-pytorch-inference
Simplified repository for Pytorch inference for the NewFlow v2 Optical Flow model
computer-vision onnx opencv optical-flow python pytorch
Last synced: 29 Sep 2025
https://github.com/kimaruthagna/digital-vision
Computer Vision Basics to advanced. My journey through this subfield of AI
computer-vision imageai model-weights object-detection ocr-python opencv-python optical-flow
Last synced: 18 Mar 2025
https://github.com/stelynx/sofot
Stelynx Optical Flow-based Object Tracker
object-detection object-tracker object-tracking opencv opencv-python optical-flow
Last synced: 20 Jul 2025
https://github.com/rishikesh-jadhav/car-velocity-estimation-using-opticalflow-dl
This repository is dedicated to Optical Flow-based Velocity Estimation for car motion analysis. The project incorporates classic algorithms such as Lucas-Kanade and Farneback, along with advanced deep learning approaches like RAFT. Additionally, it includes a hardware implementation on a robot rover, utilizing Raspberry Pi and Pi Camera.
computer-vision deep-learning deployment optical-flow picamera pytorch raft raspberry-pi robotics yolov5
Last synced: 13 Jul 2025
https://github.com/gogoalexy/moonshot-flow
A costume firmware and host software for PX4FLOW smart camera.
Last synced: 03 Oct 2025
https://github.com/awaelchli/torch-optical-flow
Optical Flow Toolbox for Deep Learning
optical-flow pytorch pytorch-lightning
Last synced: 02 Apr 2025
https://github.com/mozturan/fc_ai
Football Match Analysing Tool
analytics computer-vision deep-learning image-processing kmeans optical-flow supervision ultralytics yolo
Last synced: 17 Jul 2025
https://github.com/kauahensilva/python_optical_flow_sensor
A Python project on optical flow using various approaches. It develops a system that tracks motion in videos by applying both dense (Farneback) and sparse (Lucas-Kanade) optical flow methods, optimized for execution on Google Colab.
optical-flow visao-computacional
Last synced: 06 Apr 2025
https://github.com/iv4n-ga6l/optical_flow_opencv
Optical Flow implementation in OpenCV
lucas-kanade opencv optical-flow python
Last synced: 26 Mar 2025
https://github.com/alvinwan/real-life-fruit-ninja
slash and swipe in a real, physical space for fruit ninja beyond the digital screen
computer-vision game interactive optical-flow python
Last synced: 01 Mar 2025
https://github.com/iv4n-ga6l/Object_Detection_With_Background_substractor
Object Detection and Tracking with OpenCV background subtractors
background-substraction-algorithm background-subtraction lucas-kanade numpy object-detection object-tracking opencv optical-flow python scipy
Last synced: 26 Feb 2025
https://github.com/jgurakuqi/marker-detection-and-tracking
The goal of this project is to capture the position of the concave corner of each numbered marker per each frame of the video, and store all the information in an output csv file.
computer-vision lukas-kanade marker-detection marker-tracking optical-flow
Last synced: 28 Mar 2025
https://github.com/mastergalen/cpac-heliotrope
Controllable Heliotrope video
heliotrope matlab optical-flow
Last synced: 15 Mar 2025
