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---
library_name: segmentation-models-pytorch
license: other
pipeline_tag: image-classification
tags:
- segmentation-models-pytorch
- image-classification
- pytorch
- resnet
languages:
- python
---
# Model card for resnet50.
This repository contains the `swsl` pre-trained weights for the `resnet50` model used as
encoder in the [segmentation-models-pytorch](https://github.com/qubvel-org/segmentation_models.pytorch) library.
### Example usage:
1. Install the library:
```bash
pip install segmentation-models-pytorch
```
2. Use the encoder in your code:
```python
import segmentation_models_pytorch as smp
model = smp.Unet("resnet50", encoder_weights="swsl")
```
### References
- Github: https://github.com/qubvel/segmentation_models.pytorch
- Docs: https://smp.readthedocs.io/en/latest/
- Original weights URL: https://dl.fbaipublicfiles.com/semiweaksupervision/model_files/semi_weakly_supervised_resnet50-16a12f1b.pth
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