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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

License

Tags

  • foundation

Supported Compute Devices

  • Snapdragon X Elite CRD
  • Snapdragon X Plus 8-Core CRD
  • Snapdragon X2 Elite CRD

Supported Compute Chipsets

  • Snapdragon® X Elite
  • Snapdragon® X Plus 8-Core
  • Snapdragon® X2 Elite

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