fix: remove [0] subscript from model output
Browse files- handler.py +5 -5
handler.py
CHANGED
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@@ -1,26 +1,26 @@
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-
from typing import Dict, Any
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from transformers import pipeline
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from PIL import Image
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import io, base64, requests
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class EndpointHandler:
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def __init__(self, model_dir: str, **kwargs
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print("🔹 Loading Swin2SR model ...")
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self.model = pipeline("image-to-image", model="sergeipetrov/swin2SR-classical-sr-x2-64")
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def __call__(self, data
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image_input = data.get("inputs")
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if not image_input:
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return {"error": "Missing 'inputs' field"}
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# Accept
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if isinstance(image_input, str) and image_input.startswith("http"):
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image = Image.open(requests.get(image_input, stream=True).raw).convert("RGB")
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else:
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image_bytes = base64.b64decode(image_input)
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image = Image.open(io.BytesIO(image_bytes)).convert("RGB")
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-
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buf = io.BytesIO()
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result.save(buf, format="PNG")
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from transformers import pipeline
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from PIL import Image
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import io, base64, requests
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class EndpointHandler:
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def __init__(self, model_dir: str = "", **kwargs):
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print("🔹 Loading Swin2SR model ...")
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self.model = pipeline("image-to-image", model="sergeipetrov/swin2SR-classical-sr-x2-64")
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def __call__(self, data):
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image_input = data.get("inputs")
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if not image_input:
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return {"error": "Missing 'inputs' field"}
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# Accept URL or base64
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if isinstance(image_input, str) and image_input.startswith("http"):
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image = Image.open(requests.get(image_input, stream=True).raw).convert("RGB")
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else:
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image_bytes = base64.b64decode(image_input)
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image = Image.open(io.BytesIO(image_bytes)).convert("RGB")
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# ✅ FIXED: remove [0]
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result = self.model(image)
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buf = io.BytesIO()
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result.save(buf, format="PNG")
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