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1805.00123v1.pdf
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🔗 Source: arxiv.org
📊 Size: 3.99 MB
📄 Pages: 9 pages
⬇️ Downloads: 63

Summary

CrowdHuman is a new dataset for detecting humans in crowded environments, containing 15,000 training, 4,370 validation, and 5,000 testing images with 470K individual persons and an average of 22.6 persons per image. The dataset provides annotations with three categories of bounding boxes: head, human visible-region, and human full-body. Experiments demonstrate that CrowdHuman can serve as a powerful pre-training dataset for human detection tasks, achieving state-of-the-art results on previous benchmarks such as Caltech, CityPersons, and COCOPersons.

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Description

CrowdHuman is a new dataset for detecting humans in crowded environments, containing 15,000 training, 4,370 validation, and 5,000 testing images with 470K...

Technical Information

  • File Format: PDF
  • File Size: 3.99 MB
  • Pages: 9
  • Language: EN
  • Total Downloads: 63
  • Last Updated: 3 weeks ago

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