Update app.py
Browse files
app.py
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@@ -1,3 +1,4 @@
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import io
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import numpy as np
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import torch
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@@ -13,10 +14,17 @@ from transformers import AutoModelForImageSegmentation, pipeline
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# Set device (GPU if available, else CPU)
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device = "cuda" if torch.cuda.is_available() else "cpu"
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# Load the segmentation model (RMBG-2.0)
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segmentation_model = AutoModelForImageSegmentation.from_pretrained(
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'briaai/RMBG-2.0',
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trust_remote_code=True
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)
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segmentation_model.to(device)
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segmentation_model.eval()
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import os
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import io
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import numpy as np
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import torch
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# Set device (GPU if available, else CPU)
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device = "cuda" if torch.cuda.is_available() else "cpu"
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# Retrieve Hugging Face token from environment variable
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hf_token = os.environ.get("HF_ACCESS_TOKEN")
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if hf_token is None:
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print("Warning: HF_ACCESS_TOKEN is not set. Access to gated models may fail.")
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# Load the segmentation model (RMBG-2.0)
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# Ensure you have access to this gated repo and that your token is valid.
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segmentation_model = AutoModelForImageSegmentation.from_pretrained(
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'briaai/RMBG-2.0',
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trust_remote_code=True,
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use_auth_token=hf_token
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)
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segmentation_model.to(device)
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segmentation_model.eval()
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