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---
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
<!-- Provide a longer summary of what this model is. -->
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]
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