TrOCR
Transformer based model for state‑of‑the‑art optical character recognition (OCR) on both printed and handwritten text.
End‑to‑end text recognition approach with pre‑trained image transformer and text transformer models for both image understanding and wordpiece‑level text generation.
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This model is currently not supported on any Compute chipset.
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View for other chipsetsTechnical Details
Model checkpoint:trocr-small-stage1
Input resolution:320x320
Number of parameters (decoder):38.3M
Model size (decoder) (float):146 MB
Number of parameters (encoder):23.0M
Model size (encoder) (float):87.8 MB
Applicable Scenarios
- Publishing
- Healthcare
- Document Management
License
Model:MIT
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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