Top 10 optical-flow Open-Source Projects

frame-interpolation

74 2,682 0.0 Python

FILM: Frame Interpolation for Large Motion, In ECCV 2022.

Project mention: Aging with AI from age 9 to age 99. | /r/StableDiffusion | 2023-07-13

- Lastly I used FILM, an image interpolation library to interpolate between images

co-tracker

6 2,444 6.9 Jupyter Notebook

CoTracker is a model for tracking any point (pixel) on a video.

Project mention: What things are happening in ML that we can't hear oer the din of LLMs? | news.ycombinator.com | 2024-03-28

InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
E2FGVI

1 952 1.3 Python

Official code for "Towards An End-to-End Framework for Flow-Guided Video Inpainting" (CVPR2022)

Project mention: [D] Which open source models can replicate wonder dynamics's drag'n'drop cg characters? | /r/MachineLearning | 2023-06-11

Use Segmentation Model (SAM) combined with Inpainting model (E2FGVI) and Xmem to cut out the live action subject.

unimatch

1 904 4.3 Python

[TPAMI'23] Unifying Flow, Stereo and Depth Estimation
mmflow

5 896 0.0 Python

OpenMMLab optical flow toolbox and benchmark
text2cinemagraph

3 345 5.2 Python

Text2Cinemagraph: Text-Guided Synthesis of Eulerian Cinemagraphs [SIGGRAPH ASIA 2023]

Project mention: Navigating the Tempest | /r/StableDiffusion | 2023-11-07

Use Text2Cinemagraph You should mention your prompt either sea, ocean or clouds as it uses the semantic of your prompt to segment the part to animate

ofps

1 70 2.7 Rust

Optical Flow Processing Stack
SaaSHub

www.saashub.com featured

SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
ADNS3080

1 50 0.0 Python

Example code for the ADNS-3080 optical flow sensor
Deep-Learning-Push-Up-Counter

1 26 1.8 Jupyter Notebook

Deep Learning approach to count the number of repetitions in a video of push ups or pull ups.
VQGAN-CLIP-Video

1 22 1.8 Python

Traditional deepdream with VQGAN+CLIP and optical flow. Ready to use in Google Colab.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

optical-flow related posts

What things are happening in ML that we can't hear oer the din of LLMs?

3 projects | news.ycombinator.com | 28 Mar 2024
ML Engineering Online Book

5 projects | news.ycombinator.com | 22 Jan 2024
FLaNK Stack Weekly 5 September 2023

19 projects | dev.to | 5 Sep 2023
CoTracker: A Revolutionary 2D Point Video Tracker

1 project | /r/deeplearning | 3 Sep 2023
Meta AI releases CoTracker, a model for tracking any points (pixels) on a video

4 projects | news.ycombinator.com | 29 Aug 2023
Aging with AI from age 9 to age 99.

1 project | /r/StableDiffusion | 13 Jul 2023
AnimDiff

3 projects | /r/StableDiffusion | 11 Jul 2023
A note from our sponsor - InfluxDB
www.influxdata.com | 15 May 2024

Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

Index

What are some of the best open-source optical-flow projects? This list will help you:

	Project	Stars
1	frame-interpolation	2,682
2	co-tracker	2,444
3	E2FGVI	952
4	unimatch	904
5	mmflow	896
6	text2cinemagraph	345
7	ofps	70
8	ADNS3080	50
9	Deep-Learning-Push-Up-Counter	26
10	VQGAN-CLIP-Video	22