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Update app.py
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app.py
CHANGED
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@@ -9,6 +9,7 @@ import uuid
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import traceback
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from diffusers import ShapEImg2ImgPipeline
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from diffusers.utils import export_to_obj
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app = Flask(__name__)
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@@ -38,12 +39,29 @@ pipe = None
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def load_model():
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global pipe
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if pipe is None:
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"openai/shap-e-img2img"
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return pipe
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def allowed_file(filename):
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@@ -138,6 +156,7 @@ def convert_image_to_3d():
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@app.route('/', methods=['GET'])
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def index():
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return """
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<html>
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<head>
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import traceback
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from diffusers import ShapEImg2ImgPipeline
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from diffusers.utils import export_to_obj
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from huggingface_hub import snapshot_download # Add this import
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app = Flask(__name__)
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def load_model():
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global pipe
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if pipe is None:
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try:
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model_name = "openai/shap-e-img2img"
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# Explicitly download the model first to ensure all components are available
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snapshot_download(
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repo_id=model_name,
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cache_dir=CACHE_DIR,
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resume_download=True, # Resume partial downloads
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)
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# Now initialize the pipeline with the downloaded model
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pipe = ShapEImg2ImgPipeline.from_pretrained(
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model_name,
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torch_dtype=torch.float16 if device == "cuda" else torch.float32,
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cache_dir=CACHE_DIR,
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# Avoid passing renderer parameter which causes the warning
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)
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pipe = pipe.to(device)
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print(f"Model loaded successfully on {device}")
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except Exception as e:
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print(f"Error loading model: {str(e)}")
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print(traceback.format_exc())
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raise
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return pipe
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def allowed_file(filename):
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@app.route('/', methods=['GET'])
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def index():
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# HTML content remains unchanged
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return """
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<html>
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<head>
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