Python optical-flow

Open-source Python projects categorized as optical-flow
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Topics: Video Pytorch Deep Learning OpenCV Machine Learning
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Top 7 Python optical-flow Projects

  • frame-interpolation

    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

  • E2FGVI

    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.

  • InfluxDB

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  • unimatch

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

  • mmflow

    OpenMMLab optical flow toolbox and benchmark

  • text2cinemagraph

    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

  • ADNS3080

    Example code for the ADNS-3080 optical flow sensor

  • VQGAN-CLIP-Video

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

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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).

Python optical-flow related posts

  • FLaNK Stack Weekly 5 September 2023

    19 projects | dev.to | 5 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

  • What is the current best way to make sequence images for animation that keep the art style consistent?

    2 projects | /r/StableDiffusion | 1 Jul 2023

  • The AI will make You an Anime in Real Time

    2 projects | /r/ChatGPT | 3 Jun 2023

  • my older video, without controlnet or training

    1 project | /r/StableDiffusion | 3 May 2023
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 24 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 in Python? This list will help you:

Project Stars
1 frame-interpolation 2,696
2 E2FGVI 952
3 unimatch 910
4 mmflow 902
5 text2cinemagraph 347
6 ADNS3080 51
7 VQGAN-CLIP-Video 22

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