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NVIDIA
NVIDIA
nvCLIP4STR
Model
NVIDIA
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