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OWL-V2

Open‑Vocabulary Object Detection with Vision Transformers.

OWL‑V2 (Open‑World Localization with Vision Transformers) is an open‑vocabulary object detector that uses a CLIP‑based ViT‑B/16 backbone. Given an image and one or more free‑form text queries, the model predicts bounding boxes and confidence scores for each query.

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Technical Details

Input image resolution:960x960
Model checkpoint:google/owlv2-base-patch16-ensemble
Model size (float):620 MB
Number of parameters:155M

Applicable Scenarios

  • Open-Vocabulary Detection
  • Zero-Shot Object Detection
  • Factory Automation

Supported Mobile Form Factors

  • Phone
  • Tablet

License

Tags

  • foundation

Supported Mobile Devices

  • Samsung Galaxy S21
  • Samsung Galaxy S21 Ultra
  • Samsung Galaxy S22 5G
  • Samsung Galaxy S22 Ultra 5G
  • Samsung Galaxy S22+ 5G
  • Samsung Galaxy S23
  • Samsung Galaxy S23 Ultra
  • Samsung Galaxy S23+
  • Samsung Galaxy S24
  • Samsung Galaxy S24 Ultra
  • Samsung Galaxy S24+
  • Samsung Galaxy S25
  • Samsung Galaxy S25 Ultra
  • Samsung Galaxy S25+
  • Samsung Galaxy S26
  • Samsung Galaxy S26 Ultra
  • Samsung Galaxy S26+
  • Samsung Galaxy Tab S8
  • Snapdragon 8 Elite Gen 5 QRD
  • Snapdragon 8 Elite QRD
  • Xiaomi 12

Supported Mobile Chipsets

  • Snapdragon® 8 Elite Mobile
  • Snapdragon® 8 Elite Gen 5 Mobile
  • Snapdragon® 8 Gen 1 Mobile
  • Snapdragon® 8 Gen 2 Mobile
  • Snapdragon® 8 Gen 3 Mobile
  • Snapdragon® 888 Mobile

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