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Update app.py
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app.py
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@@ -4,7 +4,7 @@ import numpy as np
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from PIL import Image
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import io
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import sys
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from tensorflow.keras.applications.
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# 1. Inisialisasi Aplikasi
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app = FastAPI(title="Ashoka Hipospadia Classifier API")
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@@ -12,7 +12,7 @@ app = FastAPI(title="Ashoka Hipospadia Classifier API")
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# 2. Load Model
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print("Sedang memuat model...")
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try:
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model = tf.keras.models.load_model('
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print("Model berhasil dimuat!")
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except Exception as e:
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print(f"Error memuat model: {e}")
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@@ -103,8 +103,8 @@ async def predict(file: UploadFile = File(...)):
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def home():
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"""Endpoint root untuk testing API"""
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return {
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"message": "Ashoka Hipospadia Classifier API Online! 🚀
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"model": "
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"classes": class_names
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}
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from PIL import Image
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import io
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import sys
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from tensorflow.keras.applications.resnet50 import preprocess_input
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# 1. Inisialisasi Aplikasi
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app = FastAPI(title="Ashoka Hipospadia Classifier API")
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# 2. Load Model
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print("Sedang memuat model...")
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try:
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model = tf.keras.models.load_model('cnn_kfold_best_model.h5')
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print("Model berhasil dimuat!")
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except Exception as e:
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print(f"Error memuat model: {e}")
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def home():
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"""Endpoint root untuk testing API"""
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return {
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"message": "Ashoka Hipospadia Classifier API Online! 🚀",
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"model": "ResNet50 Binary Classification",
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"classes": class_names
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}
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