nielsr HF staff commited on
Commit
c0effc8
1 Parent(s): eae14fd

Update to image processor

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  1. README.md +3 -3
README.md CHANGED
@@ -17,19 +17,19 @@ SegFormer model fine-tuned on [ATR dataset](https://github.com/lemondan/HumanPar
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  The dataset on hugging face is called "mattmdjaga/human_parsing_dataset".
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  ```python
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- from transformers import AutoFeatureExtractor, SegformerForSemanticSegmentation
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  from PIL import Image
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  import requests
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  import matplotlib.pyplot as plt
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  import torch.nn as nn
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- extractor = AutoFeatureExtractor.from_pretrained("mattmdjaga/segformer_b0_clothes")
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  model = SegformerForSemanticSegmentation.from_pretrained("mattmdjaga/segformer_b0_clothes")
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  url = "https://plus.unsplash.com/premium_photo-1673210886161-bfcc40f54d1f?ixlib=rb-4.0.3&ixid=MnwxMjA3fDB8MHxzZWFyY2h8MXx8cGVyc29uJTIwc3RhbmRpbmd8ZW58MHx8MHx8&w=1000&q=80"
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  image = Image.open(requests.get(url, stream=True).raw)
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- inputs = extractor(images=image, return_tensors="pt")
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  outputs = model(**inputs)
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  logits = outputs.logits.cpu()
 
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  The dataset on hugging face is called "mattmdjaga/human_parsing_dataset".
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  ```python
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+ from transformers import AutoImageProcessor, SegformerForSemanticSegmentation
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  from PIL import Image
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  import requests
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  import matplotlib.pyplot as plt
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  import torch.nn as nn
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+ processor = AutoImageProcessor.from_pretrained("mattmdjaga/segformer_b0_clothes")
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  model = SegformerForSemanticSegmentation.from_pretrained("mattmdjaga/segformer_b0_clothes")
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  url = "https://plus.unsplash.com/premium_photo-1673210886161-bfcc40f54d1f?ixlib=rb-4.0.3&ixid=MnwxMjA3fDB8MHxzZWFyY2h8MXx8cGVyc29uJTIwc3RhbmRpbmd8ZW58MHx8MHx8&w=1000&q=80"
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  image = Image.open(requests.get(url, stream=True).raw)
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+ inputs = processor(images=image, return_tensors="pt")
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  outputs = model(**inputs)
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  logits = outputs.logits.cpu()