100+ datasets found
  1. D

    GMOT-40 Dataset

    • datasetninja.com
    Updated Apr 7, 2021
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    Hexin Bai; Wensheng Cheng; Peng Chu (2021). GMOT-40 Dataset [Dataset]. https://datasetninja.com/gmot-40
    Explore at:
    Dataset updated
    Apr 7, 2021
    Dataset provided by
    Dataset Ninja
    Authors
    Hexin Bai; Wensheng Cheng; Peng Chu
    License

    Attribution-NonCommercial-ShareAlike 4.0 (CC BY-NC-SA 4.0)https://creativecommons.org/licenses/by-nc-sa/4.0/
    License information was derived automatically

    Description

    The authors constructed the first publicly available dense GMOT-40: Generic Multiple Object Tracking Dataset, dubbed GMOT-40, which contains 40 carefully annotated sequences evenly distributed among 10 object categories. Each sequence features multiple objects belonging to the same category, with an average of approximately 22 objects per frame. These sequences present various challenges inherent to real-world tracking scenarios, including heavy blur, occlusion, and other complicating factors.

  2. Model data for Fig.1

    • figshare.com
    txt
    Updated Feb 10, 2024
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    Chenyu Zhu (2024). Model data for Fig.1 [Dataset]. http://doi.org/10.6084/m9.figshare.25187987.v1
    Explore at:
    txtAvailable download formats
    Dataset updated
    Feb 10, 2024
    Dataset provided by
    figshare
    Figsharehttp://figshare.com/
    Authors
    Chenyu Zhu
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    iTRACE simulated evolution of GMOT and GMSST in response to deglacial forcing.

  3. R

    Mot Dataset

    • universe.roboflow.com
    zip
    Updated Mar 27, 2024
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    mot (2024). Mot Dataset [Dataset]. https://universe.roboflow.com/mot-su9l1/mot-asbnk
    Explore at:
    zipAvailable download formats
    Dataset updated
    Mar 27, 2024
    Dataset authored and provided by
    mot
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Variables measured
    Person Bicycle Car Bounding Boxes
    Description

    Mot

    ## Overview
    
    Mot is a dataset for object detection tasks - it contains Person Bicycle Car annotations for 8,696 images.
    
    ## Getting Started
    
    You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
    
      ## License
    
      This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
    
  4. R

    Mot Yolov4 Dataset

    • universe.roboflow.com
    zip
    Updated Aug 25, 2022
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    My Workspace (2022). Mot Yolov4 Dataset [Dataset]. https://universe.roboflow.com/my-workspace-ovenf/mot-yolov4
    Explore at:
    zipAvailable download formats
    Dataset updated
    Aug 25, 2022
    Dataset authored and provided by
    My Workspace
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Variables measured
    Person Handgun Rifle Knife Bounding Boxes
    Description

    MOT YOLOV4

    ## Overview
    
    MOT YOLOV4 is a dataset for object detection tasks - it contains Person Handgun Rifle Knife annotations for 8,819 images.
    
    ## Getting Started
    
    You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
    
      ## License
    
      This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
    
  5. h

    visdrone-mot

    • huggingface.co
    Updated Mar 12, 2025
    + more versions
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    Voxel51 (2025). visdrone-mot [Dataset]. https://huggingface.co/datasets/Voxel51/visdrone-mot
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Mar 12, 2025
    Dataset authored and provided by
    Voxel51
    Description

    Dataset Card for VisDrone2019-DET

    This is a FiftyOne version of the VisDrone2019-DET dataset with 8629 samples.

      Installation
    

    If you haven't already, install FiftyOne: pip install -U fiftyone

      Usage
    

    import fiftyone as fo import fiftyone.utils.huggingface as fouh

    Load the dataset

    Note: other available arguments include 'max_samples', 'persistent`, 'overwrite' etc

    dataset = fouh.load_from_hub("Voxel51/VisDrone2019-DET")

    Launch the App

    session =â€Ķ See the full description on the dataset page: https://huggingface.co/datasets/Voxel51/visdrone-mot.

  6. i

    DSEC-MOT: an Event-based MOT Dataset

    • ieee-dataport.org
    Updated Apr 8, 2025
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    Song Wang (2025). DSEC-MOT: an Event-based MOT Dataset [Dataset]. https://ieee-dataport.org/documents/dsec-mot-event-based-mot-dataset
    Explore at:
    Dataset updated
    Apr 8, 2025
    Authors
    Song Wang
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    built upon DSEC

  7. h

    DeepSea-MOT

    • huggingface.co
    Updated Sep 3, 2025
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    Monterey Bay Aquarium Research Institute (2025). DeepSea-MOT [Dataset]. https://huggingface.co/datasets/MBARI-org/DeepSea-MOT
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    Dataset updated
    Sep 3, 2025
    Dataset authored and provided by
    Monterey Bay Aquarium Research Institute
    License

    Attribution-ShareAlike 4.0 (CC BY-SA 4.0)https://creativecommons.org/licenses/by-sa/4.0/
    License information was derived automatically

    Description

    DeepSea MOT

    DeepSea MOT is a benchmark dataset for multi-object tracking on deep-sea video.

      Dataset Description
    

    DeepSea MOT consists of 4 video sequences (2 midwater, 2 benthic) with a total of 2,400 frames and 57,376 annotated objects comprising 188 tracks. The videos were captured by the Monterey Bay Aquarium Research Institute (MBARI) using remotely operated vehicles (ROVs) Doc Ricketts and Ventana in deep-sea environments, showcasing a variety of marine species andâ€Ķ See the full description on the dataset page: https://huggingface.co/datasets/MBARI-org/DeepSea-MOT.

  8. p

    Trends in Total Students (2003-2023): Mot Charter School

    • publicschoolreview.com
    Updated Sep 5, 2025
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    Public School Review (2025). Trends in Total Students (2003-2023): Mot Charter School [Dataset]. https://www.publicschoolreview.com/mot-charter-school-profile
    Explore at:
    Dataset updated
    Sep 5, 2025
    Dataset authored and provided by
    Public School Review
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    This dataset tracks annual total students amount from 2003 to 2023 for Mot Charter School

  9. R

    Mot 17 20 Subset Dataset

    • universe.roboflow.com
    zip
    Updated Apr 11, 2024
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    subsetMOT1720 (2024). Mot 17 20 Subset Dataset [Dataset]. https://universe.roboflow.com/subsetmot1720/mot-17-20-subset
    Explore at:
    zipAvailable download formats
    Dataset updated
    Apr 11, 2024
    Dataset authored and provided by
    subsetMOT1720
    License

    Attribution-NonCommercial-ShareAlike 4.0 (CC BY-NC-SA 4.0)https://creativecommons.org/licenses/by-nc-sa/4.0/
    License information was derived automatically

    Variables measured
    Mot Bounding Boxes
    Description

    MOT 17 20 Subset

    ## Overview
    
    MOT 17 20 Subset is a dataset for object detection tasks - it contains Mot annotations for 3,849 images.
    
    ## Getting Started
    
    You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
    
      ## License
    
      This dataset is available under the [BY-NC-SA 4.0 license](https://creativecommons.org/licenses/BY-NC-SA 4.0).
    
  10. p

    Trends in Total Classroom Teachers (2003-2023): Mot Charter School

    • publicschoolreview.com
    Updated Sep 5, 2025
    + more versions
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    Public School Review (2025). Trends in Total Classroom Teachers (2003-2023): Mot Charter School [Dataset]. https://www.publicschoolreview.com/mot-charter-school-profile
    Explore at:
    Dataset updated
    Sep 5, 2025
    Dataset authored and provided by
    Public School Review
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    This dataset tracks annual total classroom teachers amount from 2003 to 2023 for Mot Charter School

  11. p

    Trends in Free Lunch Eligibility (2005-2023): Mot Charter School vs....

    • publicschoolreview.com
    Updated Sep 5, 2025
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    Public School Review (2025). Trends in Free Lunch Eligibility (2005-2023): Mot Charter School vs. Delaware vs. Mot Charter School District [Dataset]. https://www.publicschoolreview.com/mot-charter-school-profile
    Explore at:
    Dataset updated
    Sep 5, 2025
    Dataset authored and provided by
    Public School Review
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    This dataset tracks annual free lunch eligibility from 2005 to 2023 for Mot Charter School vs. Delaware and Mot Charter School District

  12. p

    Trends in Black Student Percentage (2003-2023): Mot Charter School vs....

    • publicschoolreview.com
    Updated Sep 5, 2025
    + more versions
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    Public School Review (2025). Trends in Black Student Percentage (2003-2023): Mot Charter School vs. Delaware vs. Mot Charter School District [Dataset]. https://www.publicschoolreview.com/mot-charter-school-profile
    Explore at:
    Dataset updated
    Sep 5, 2025
    Dataset authored and provided by
    Public School Review
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    This dataset tracks annual black student percentage from 2003 to 2023 for Mot Charter School vs. Delaware and Mot Charter School District

  13. t

    MOT-Challenge datasets

    • service.tib.eu
    Updated Dec 2, 2024
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    (2024). MOT-Challenge datasets [Dataset]. https://service.tib.eu/ldmservice/dataset/mot-challenge-datasets
    Explore at:
    Dataset updated
    Dec 2, 2024
    Description

    MOT-Challenge datasets are a benchmark for multi-object tracking.

  14. R

    Hihi Mot Ga Dataset

    • universe.roboflow.com
    zip
    Updated Aug 19, 2023
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    SW teacher (2023). Hihi Mot Ga Dataset [Dataset]. https://universe.roboflow.com/sw-teacher/hihi-mot-ga
    Explore at:
    zipAvailable download formats
    Dataset updated
    Aug 19, 2023
    Dataset authored and provided by
    SW teacher
    License

    MIT Licensehttps://opensource.org/licenses/MIT
    License information was derived automatically

    Variables measured
    Dogs Bounding Boxes
    Description

    Hihi Mot Ga

    ## Overview
    
    Hihi Mot Ga is a dataset for object detection tasks - it contains Dogs annotations for 255 images.
    
    ## Getting Started
    
    You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
    
      ## License
    
      This dataset is available under the [MIT license](https://creativecommons.org/licenses/MIT).
    
  15. i

    MOT result

    • ieee-dataport.org
    Updated Nov 4, 2024
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    Yuan Xiao (2024). MOT result [Dataset]. https://ieee-dataport.org/documents/mot-result
    Explore at:
    Dataset updated
    Nov 4, 2024
    Authors
    Yuan Xiao
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    MOT20

  16. MOT testing data for Great Britain

    • gov.uk
    • s3.amazonaws.com
    Updated Apr 22, 2025
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    Driver and Vehicle Standards Agency (2025). MOT testing data for Great Britain [Dataset]. https://www.gov.uk/government/statistical-data-sets/mot-testing-data-for-great-britain
    Explore at:
    Dataset updated
    Apr 22, 2025
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    Driver and Vehicle Standards Agency
    Area covered
    United Kingdom
    Description

    About this data set

    This data set comes from data held by the Driver and Vehicle Standards Agency (DVSA).

    It is not classed as an ‘official statistic’. This means it’s not subject to scrutiny and assessment by the UK Statistics Authority.

    MOT test results by class

    The MOT test checks that your vehicle meets road safety and environmental standards. Different types of vehicles (for example, cars and motorcycles) fall into different ‘classes’.

    This data table shows the number of initial tests. It does not include abandoned tests, aborted tests, or retests.

    The initial fail rate is the rate for vehicles as they were brought for the MOT. The final fail rate excludes vehicles that pass the test after rectification of minor defects at the time of the test.

    This data table is updated every 3 months.

    https://assets.publishing.service.gov.uk/media/67ea78a6070b3238cf7f2762/dvsa-mot-01-mot-test-results-by-class-of-vehicle.csv">MOT test results by class of vehicle

    Ref: DVSA/MOT/01

     <p class="gem-c-attachment_metadata"><span class="gem-c-attachment_attribute"><abbr title="Comma-separated Values" class="gem-c-attachment_abbr">CSV</abbr></span>, <span class="gem-c-attachment_attribute">27.1 KB</span></p>
    
     <p class="gem-c-attachment_metadata"><a class="govuk-link" aria-label="View MOT test results by class of vehicle online" href="/csv-preview/67ea78a6070b3238cf7f2762/dvsa-mot-01-mot-test-results-by-class-of-vehicle.csv">View online</a></p>
    

    Initial failures by defect category

    These tables give data for the following classes of vehicles:

    • class 1 and 2 vehicles - motorcycles
    • class 3 and 4 vehicles - cars and light vans up to 3,000kg
    • class 5 vehicles - private passenger vehicles with more than 12 seats
    • class 7 vehicles - goods vehicles between 3,000kg and 3,500kg gross vehicle weight

    All figures are for vehicles as they were brought in for the MOT.

    A failed test usually has multiple failure items.

    The percentage of tests is worked out as the number of tests with one or more failure items in the defect as a percentage of total tests.

    The percentage of defects is worked out as the total defects in the category as a percentage of total defects for all categories.

    The average defects per initial test failure is worked out as the total failure items as a percentage of total tests failed plus tests that passed after rectification of a minor defect at the time of the test.

    These data tables are updated every 3 months.

  17. w

    Experimental Statistics: Analysis of vehicle odometer readings recorded at...

    • gov.uk
    Updated Jun 13, 2013
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    Department for Transport (2013). Experimental Statistics: Analysis of vehicle odometer readings recorded at MOT tests [Dataset]. https://www.gov.uk/government/statistics/experimental-statistics-analysis-of-vehicle-odometer-readings-recorded-at-mot-tests
    Explore at:
    Dataset updated
    Jun 13, 2013
    Dataset provided by
    GOV.UK
    Authors
    Department for Transport
    Description

    Statistics which could be obtained through analysis of administrative data from the MOT testing scheme run by the Vehicle and Operator Services Agency (VOSA). It focuses on the analysis of vehicle mileages.

    This note, which includes some experimental statistics, is being published experimentally as a supplement to the regular vehicle licensing statistics series, with the aim of developing them further in the light of further research and user feedback. Department for Transport would welcome feedback to inform this development. A feedback form is https://www.surveymonkey.com/s/QNGCJC6" class="govuk-link">available.

    Technical information

    Guidance on alternative sources of mileage data

    Contact us

    Vehicles statistics

    Email mailto:vehicles.stats@dft.gov.uk">vehicles.stats@dft.gov.uk

  18. MOT FOR YOLO v8 format

    • kaggle.com
    Updated Aug 5, 2025
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    Hunain Azam (2025). MOT FOR YOLO v8 format [Dataset]. https://www.kaggle.com/datasets/hunainazam/mot-for-yolo-v8-format
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Aug 5, 2025
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Hunain Azam
    License

    Apache License, v2.0https://www.apache.org/licenses/LICENSE-2.0
    License information was derived automatically

    Description

    Dataset

    This dataset was created by Hunain Azam

    Released under Apache 2.0

    Contents

  19. G

    Ministry of Transportation (MOT) Linear Safety Feature

    • open.canada.ca
    • catalogue.arctic-sdi.org
    • +2more
    html, kml, wms
    Updated Sep 10, 2025
    + more versions
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    Government of British Columbia (2025). Ministry of Transportation (MOT) Linear Safety Feature [Dataset]. https://open.canada.ca/data/en/dataset/ea131935-ca39-4692-ad4d-2dc8dea927a2
    Explore at:
    kml, html, wmsAvailable download formats
    Dataset updated
    Sep 10, 2025
    Dataset provided by
    Government of British Columbiahttps://www2.gov.bc.ca/
    License

    Open Government Licence - Canada 2.0https://open.canada.ca/en/open-government-licence-canada
    License information was derived automatically

    Description

    A Linear Safety Feature is one of a number of various appliances/appurtenances that have been installed or constructed either alongside or as an integral part of the road infrastructure to reduce the severity or potential of accidents. It is a Linear feature

  20. M

    Thu Dau Mot, Vietnam Metro Area Population | Historical Data | 1950-2025

    • macrotrends.net
    csv
    Updated Jul 31, 2025
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    MACROTRENDS (2025). Thu Dau Mot, Vietnam Metro Area Population | Historical Data | 1950-2025 [Dataset]. https://www.macrotrends.net/datasets/global-metrics/cities/206038/thu-dau-mot/population
    Explore at:
    csvAvailable download formats
    Dataset updated
    Jul 31, 2025
    Dataset authored and provided by
    MACROTRENDS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 1, 1950 - Aug 28, 2025
    Area covered
    Vietnam
    Description

    Historical dataset of population level and growth rate for the Thu Dau Mot, Vietnam metro area from 1950 to 2025.

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Hexin Bai; Wensheng Cheng; Peng Chu (2021). GMOT-40 Dataset [Dataset]. https://datasetninja.com/gmot-40

GMOT-40 Dataset

Explore at:
48 scholarly articles cite this dataset (View in Google Scholar)
Dataset updated
Apr 7, 2021
Dataset provided by
Dataset Ninja
Authors
Hexin Bai; Wensheng Cheng; Peng Chu
License

Attribution-NonCommercial-ShareAlike 4.0 (CC BY-NC-SA 4.0)https://creativecommons.org/licenses/by-nc-sa/4.0/
License information was derived automatically

Description

The authors constructed the first publicly available dense GMOT-40: Generic Multiple Object Tracking Dataset, dubbed GMOT-40, which contains 40 carefully annotated sequences evenly distributed among 10 object categories. Each sequence features multiple objects belonging to the same category, with an average of approximately 22 objects per frame. These sequences present various challenges inherent to real-world tracking scenarios, including heavy blur, occlusion, and other complicating factors.

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