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

    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.

  • mmflow

    OpenMMLab optical flow toolbox and benchmark

  • unimatch

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

  • 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.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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). The latest post mention was on 2023-11-07.

Python optical-flow related posts

Index

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

Project Stars
1 frame-interpolation 2,660
2 E2FGVI 952
3 mmflow 887
4 unimatch 882
5 text2cinemagraph 343
6 ADNS3080 50
7 VQGAN-CLIP-Video 22

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