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smp-hub/densenet121.imagenet

sourceHugging Faceotherupdated 2y agoView on Hugging Face
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Model Card

libraryname: segmentation-models-pytorch license: other pipelinetag: image-classification tags:

  • —segmentation-models-pytorch
  • —image-classification
  • —pytorch
  • —senet languages:
  • —python ---

Model card for densenet121.

This repository contains the imagenet pre-trained weights for the densenet121 model used as encoder in the segmentation-models-pytorch library.

Example usage:

  1. 1.Install the library:
bash
pip install segmentation-models-pytorch
  1. 1.Use the encoder in your code:
python
import segmentation_models_pytorch as smp

model = smp.Unet("densenet121", encoder_weights="imagenet")

References

  • —Github: https://github.com/qubvel/segmentation_models.pytorch
  • —Docs: https://smp.readthedocs.io/en/latest/
  • —Original weights URL: http://data.lip6.fr/cadene/pretrainedmodels/densenet121-fbdb23505.pth