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OWL-ViT

Open‑Vocabulary Object Detection with Vision Transformers.

OWL‑ViT (Open‑World Localization with Vision Transformers) is an open‑vocabulary object detector that uses a CLIP‑based ViT‑B/32 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:768x768
Model checkpoint:google/owlvit-base-patch32
Model size (float):613 MB
Number of parameters:153M

Applicable Scenarios

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

License

Tags

  • foundation

Supported Automotive Devices

  • SA7255P ADP
  • SA8255P ADP
  • SA8295P ADP
  • SA8650P ADP
  • SA8775P ADP

Supported Automotive Chipsets

  • Qualcomm® SA7255P
  • Qualcomm® SA8255P
  • Qualcomm® SA8295P
  • Qualcomm® SA8650P
  • Qualcomm® SA8775P

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