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  • NVIDIA
    nvCLIP4STR
    Model
    NVIDIA
    nvCLIP4STR

    nvCLIP4STR is optical character recognition network, which aims to recognize characters from the images. One pretrained nvCLIP4STR model is delivered, which is trained on 7 dataset with alphanumeric labels. This model is ready for commercial use.

  • This model is backed by NVIDIA's Plus Plus (++) Promise
    to learn more about the quality of the datasets used to train this model.
    FieldResponse
    Intended Application(s) & Domain(s):Recognizing Text in Images
    Model Type:Convolutional Neural Network + Transformer Encoder Decoder
    Intended Users:The model is intended for developers that build computer vision applications to recognize texts in images.
    Output:Text
    Describe how the model works:Extracts features from provided images for text.
    Name the adversely impacted groups this has been tested to deliver comparable outcomes regardless of:Not Applicable
    Technical Limitations:The model may struggle to identify handwritten texts in images and texts that are more than 80% occluded.
    Verified to have met prescribed NVIDIA standards:Yes
    Performance Metrics:Accuracy
    Potential Known Risks:The model may not recognize texts that are more than 80% occluded.
    Licensing:NVIDIA Open Model License