---
library_name: transformers
datasets:
- guimCC/gta5-cityscapes-labeling
model-index:
- name: LoRA-Segformer-B0
  results:
    - task:
        type: Image Segmentation
      dataset: 
        name: cityscapes
        type: cityscapes
      metrics:
        - type: mean_iou
          name: mIoU before LoRA
          value: 8.527
        - type: mean_iou
          name: mIoU after LoRA
          value: 23.27
  
pipeline_tag: image-segmentation
---

# Model Card for Model ID

Segformer-b0 pretrained on gta5 for semantic segmentation and performed LoRA domain adaptation to cityscapes

## Model Details

### Model Description

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This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.

- **Developed by:** Guim Casadellà
- **Model type:** [More Information Needed]
- **Finetuned from model :** [segformer-v0-gta](guimCC/segformer-v0-gta)

### Model Sources [optional]

<!-- Provide the basic links for the model. -->

- **Repository:** [Github script link](https://github.com/guimCC/LoRA-for-SemanticSegmentation-domain-adaptation/blob/main/scripts/lora_gta_to_cityscapes_clean.py)
- **Demo [optional]:** [More Information Needed]