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Commercial

Crowd Counting Dataset

Dataset of crowd photos with keypoints labeling of each person

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  • Photos
    647
  • People in a crowd
    1,000 - 13,000
  • Smart City
  • Computer Vision
  • Machine Learning
  • Keypoint Detection
  • Security
  • Photos
    647
  • People in a crowd
    1,000 - 13,000

Dataset Info

Characteristic Data
Description Crowd photos with labeling for determining crowd density and movement, and counting the number of people
Data types Image
Tasks Crowd control, object detection, and computer vision
Total number of photos 647
Type of crowd density 0-1000, 1000-2000, 2000-3000, 3000-4000, 4000-5000
Labeling Metadata (type of crowd density) and key points labeling
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Statistics

Number of images by the type of a crowd:
Number of images by the type of a crowd:

Technical
Characteristics

Characteristic Data
Image Extensions jpg
Extension of labeling file JSON
Source and collection methodology: Data was obtained by parsing photos of protests, concerts, and other mass events from the internet.

Industries

Security

  • Public Safety:

    Using technology to count people in crowds for determining crowd density and movement, and counting the number of people for safety and event planning

  • Computer Vision:

    Development of algorithms for automatic counting of people in images and videos.

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Automotive Industry

  • Flow management:

    Optimizing public transportation and infrastructure planning in high-traffic areas.

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Very good experience

We got in touch with UniData to buy several datasets from them. Communication was very cooperative, quick, and friendly. We were able to find contract conditions that suited both parties well. I also appreciate the team's dedication to understand and address the needs of the customer. And the datasets we bought from UniData matched with our expectations.

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Our team got in touch with UniData for purchasing video data. The team at UniData was transparent, timely, and pleasant to communicate and negotiate with. Their samples and descriptions aligned well with the data we received. We will certainly reach out to UniData again if we're in search of 3rd party video data.

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Abhijeet Zilpelwar 2025-02-26

Data is well organized and easy to…

Data is well organized and easy to consume. We could download and use it for training within few hours of receiving the data links.

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