# Segformer B0 fine-tuned for clothes segmentation

SegFormer model fine-tuned on [ATR dataset](https://github.com/lemondan/HumanParsing-Dataset) for clothes segmentation.
The dataset on hugging face is called "mattmdjaga/human_parsing_dataset".

```python
from transformers import SegformerImageProcessor, AutoModelForSemanticSegmentation
from PIL import Image
import requests
import matplotlib.pyplot as plt
import torch.nn as nn

extractor = SegformerImageProcessor.from_pretrained("mattmdjaga/segformer_b0_clothes")
model = AutoModelForSemanticSegmentation.from_pretrained("mattmdjaga/segformer_b0_clothes")

url = "https://plus.unsplash.com/premium_photo-1673210886161-bfcc40f54d1f?ixlib=rb-4.0.3&ixid=MnwxMjA3fDB8MHxzZWFyY2h8MXx8cGVyc29uJTIwc3RhbmRpbmd8ZW58MHx8MHx8&w=1000&q=80"

image = Image.open(requests.get(url, stream=True).raw)
inputs = extractor(images=image, return_tensors="pt")

outputs = model(**inputs)
logits = outputs.logits.cpu()

upsampled_logits = nn.functional.interpolate(
    logits,
    size=image.size[::-1],
    mode="bilinear",
    align_corners=False,
)

pred_seg = upsampled_logits.argmax(dim=1)[0]
plt.imshow(pred_seg)
```
{"license": "mit", "tags": ["vision", "image-segmentation"], "datasets": ["mattmdjaga/human_parsing_dataset"], "widget": [{"src": "https://images.unsplash.com/photo-1643310325061-2beef64926a5?ixlib=rb-4.0.3&ixid=MnwxMjA3fDB8MHxzZWFyY2h8Nnx8cmFjb29uc3xlbnwwfHwwfHw%3D&w=1000&q=80", "example_title": "Person"}, {"src": "https://freerangestock.com/sample/139043/young-man-standing-and-leaning-on-car.jpg", "example_title": "Person"}]}
transformers pytorch safetensors segformer vision image-segmentation dataset:mattmdjaga/human_parsing_dataset license:mit endpoints_compatible region:us
TAGS
#transformers #pytorch #safetensors #segformer #vision #image-segmentation #dataset-mattmdjaga/human_parsing_dataset #license-mit #endpoints_compatible #region-us 

# Segformer B0 fine-tuned for clothes segmentation

SegFormer model fine-tuned on ATR dataset for clothes segmentation.
The dataset on hugging face is called "mattmdjaga/human_parsing_dataset".


# Segformer B0 fine-tuned for clothes segmentation

SegFormer model fine-tuned on ATR dataset for clothes segmentation.
The dataset on hugging face is called "mattmdjaga/human_parsing_dataset".
TAGS
#transformers #pytorch #safetensors #segformer #vision #image-segmentation #dataset-mattmdjaga/human_parsing_dataset #license-mit #endpoints_compatible #region-us 
 # Segformer B0 fine-tuned for clothes segmentation

SegFormer model fine-tuned on ATR dataset for clothes segmentation.
The dataset on hugging face is called "mattmdjaga/human_parsing_dataset".
TAGS
#transformers #pytorch #safetensors #segformer #vision #image-segmentation #dataset-mattmdjaga/human_parsing_dataset #license-mit #endpoints_compatible #region-us 
# Segformer B0 fine-tuned for clothes segmentation

SegFormer model fine-tuned on ATR dataset for clothes segmentation.
The dataset on hugging face is called "mattmdjaga/human_parsing_dataset".