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smp-hub
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segformer-b5-640x640-ade-160k

Image Segmentation
Safetensors
PyTorch
segmentation-models-pytorch
model_hub_mixin
pytorch_model_hub_mixin
semantic-segmentation
Model card Files Community
segformer-b5-640x640-ade-160k
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---
library_name: segmentation-models-pytorch
license: mit
pipeline_tag: image-segmentation
tags:
- model_hub_mixin
- pytorch_model_hub_mixin
- segmentation-models-pytorch
- semantic-segmentation
- pytorch
languages:
- python
---
# Segformer Model Card

Table of Contents:
- [Load trained model](#load-trained-model)
- [Model init parameters](#model-init-parameters)
- [Model metrics](#model-metrics)
- [Dataset](#dataset)

## Load trained model
```python
import segmentation_models_pytorch as smp

model = smp.from_pretrained("smp-hub/segformer-b5-640x640-ade-160k")
```

## Model init parameters
```python
model_init_params = {
    "encoder_name": "mit_b5",
    "encoder_depth": 5,
    "encoder_weights": None,
    "decoder_segmentation_channels": 768,
    "in_channels": 3,
    "classes": 150,
    "activation": None,
    "aux_params": None
}
```

## Model metrics
[More Information Needed]

## Dataset
Dataset name: [More Information Needed]

## More Information
- Library: https://github.com/qubvel/segmentation_models.pytorch
- Docs: https://smp.readthedocs.io/en/latest/

This model has been pushed to the Hub using the [PytorchModelHubMixin](https://huggingface.co/docs/huggingface_hub/package_reference/mixins#huggingface_hub.PyTorchModelHubMixin)