Commit
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230646a
1
Parent(s):
55b6f51
ClassificationVCAPI\nAPI en HuggingFace Space con TensorFlow Serving-like pipeline.
Browse files
app.py
CHANGED
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@@ -9,16 +9,18 @@ app = FastAPI(title="TF Serving Base64 API")
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class ImagePayload(BaseModel):
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image_base64: str
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@app.post("/predict")
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def predict(payload: ImagePayload):
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# Decodificar base64
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img_bytes = base64.b64decode(payload.image_base64)
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img = tf.image.decode_image(img_bytes, channels=3)
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img = tf.image.resize(img, (224, 224))
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img = img / 255.0
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img = tf.expand_dims(img, 0)
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# Cargar modelo local
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model = tf.keras.models.load_model("model.keras")
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pred = model.predict(img).tolist()
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class ImagePayload(BaseModel):
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image_base64: str
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@app.get("/")
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def home():
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return {"status": "ok", "message": "API is running! Use POST /predict"}
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@app.post("/predict")
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def predict(payload: ImagePayload):
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img_bytes = base64.b64decode(payload.image_base64)
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img = tf.image.decode_image(img_bytes, channels=3)
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img = tf.image.resize(img, (224, 224))
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img = img / 255.0
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img = tf.expand_dims(img, 0)
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model = tf.keras.models.load_model("model.keras")
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pred = model.predict(img).tolist()
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