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Model
TAO Commercial Pretrained NV-CLIP ViT-H Model
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| Field | Response |
|---|---|
| Intended Application(s) & Domain(s): | Generating image embedding that is aligned with text for zero-shot classification. |
| Model Type: | Embedding Generation |
| Intended Users: | This model is intended for developers building search engines, classification, detection/ segmentation models. |
| Output: | Embedding (An array of float numbers, providing a dense vector representation for the input text or image) |
| Describe how the model works: | This model projects the image and the text input to the same embedding space. |
| Technical Limitations: | Model may suffer generating embeddings that performs well for downstream segmentation. |
| Verified to have met prescribed NVIDIA standards: | Yes |
| Performance Metrics: | ImageNet zero-shot accuracy |
| Licensing: | NVIDIA Open Model License |