Python open-world

Open-source Python projects categorized as open-world
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Topics: object-detection vision-language-transformer referring-expression-comprehension vision-language video-instance-segmentation
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Top 3 Python open-world Projects

  • GroundingDINO

    Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"

    • Project mention: Autodistill: A new way to create CV models | /r/developersIndia | 2023-09-30

    Some of the foundation/base models include: * GroundedSAM (Segment Anything Model) * DETIC * GroundingDINO

  • GLEE

    [CVPR2024 Highlight]GLEE: General Object Foundation Model for Images and Videos at Scale (by FoundationVision)

    • Project mention: FLaNK AI - 01 April 2024 | dev.to | 2024-04-01

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  • APE

    [CVPR 2024] Aligning and Prompting Everything All at Once for Universal Visual Perception (by shenyunhang)

    • Project mention: Image-to-Caption Generator | /r/computervision | 2023-12-07

    https://github.com/shenyunhang/APE (super new, idk usability on this one yet)

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 open-world related posts

  • Searching for Guidance on Developing an AI Bot for SSBU Training

    2 projects | /r/SmashBrosUltimate | 9 May 2023

  • [D] Object Detection Machine Learning

    1 project | /r/MachineLearning | 25 Apr 2023

Index

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

Project Stars
1 GroundingDINO 5,042
2 GLEE 897
3 APE 421

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