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Find the best AI for a job

Describe what you want to get done in your own words. We rank the best-fitting models, datasets, papers and open-source tools in the Silytics index, and say why each one is on the list.

Understood as: detect, defects, photos, vision, detection, ocr · task: object detection

Best models

Ranked by fit to the task, adoption and reported results. Hosted models are paid APIs; the rest can be downloaded.

  1. 1
    PekingU/rtdetr_r101vd_coco_o365

    matches detect, vision, detection · built for object detection · 1,160,809 downloads · apache-2.0 license

  2. 2
    PaddlePaddle/PP-DocLayoutV3_safetensors

    matches detect, detection, ocr · built for object detection · 955,720 downloads · apache-2.0 license

  3. 3
    hustvl/yolos-small

    matches detect, vision, detection · built for object detection · 718,245 downloads · apache-2.0 license

  4. 4
    PekingU/rtdetr_v2_r18vd

    matches detect, vision, detection · built for object detection · 349,991 downloads · apache-2.0 license

  5. 5
    keremberke/yolov8m-table-extraction

    matches detect, vision, detection · built for object detection · 196,354 downloads · agpl-3.0 license

  6. 6
    TahaDouaji/detr-doc-table-detection

    matches detect, vision, detection · built for object detection · 182,445 downloads · apache-2.0 license

Research to read

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Open-source tools and code

  1. 1
    X-AnyLabeling

    matches detect, vision, detection, ocr · 10,695 GitHub stars · GPL-3.0 license

  2. 2
    ailab

    matches detect, vision, detection, ocr · 7,850 GitHub stars · MIT license

  3. 3
    layout-parser

    matches detect, vision, detection, ocr · 5,776 GitHub stars · Apache-2.0 license

  4. 4
    BallonsTranslator

    matches detect, vision, detection, ocr · 5,208 GitHub stars · GPL-3.0 license

  5. 5
    make-sense

    matches detect, photos, vision, detection · 3,578 GitHub stars · GPL-3.0 license

  6. 6
    comic-translate

    matches detect, vision, detection, ocr · 2,977 GitHub stars · Apache-2.0 license

Datasets

  1. 1
    ACERobotics/ACE-Data-0

    matches detect, vision, detection · 242,066 downloads · other license

  2. 2
    dronefreak/RDD2022

    matches detect, vision, detection · 49,057 downloads · cc-by-sa-4.0 license

  3. 3
    astralhf/yonder

    matches detect, vision, detection · 31,200 downloads · cc-by-nc-4.0 license

  4. 4
    llamaindex/ParseBench

    matches detect, detection, ocr · 27,018 downloads · apache-2.0 license

  5. 5
    pmchard/3D-ADAM

    matches detect, vision, detection · 20,571 downloads · cc-by-nc-sa-4.0 license

  6. 6
    AmazonScience/RobustAD

    matches detect, vision, detection · 21,231 downloads · cc-by-4.0 license

Rankings are computed from public metadata and are a starting point, not a guarantee. Always test on your own data and check each license. Ask the community if you are unsure.