Dinaliah commited on
Commit
eb4f915
·
verified ·
1 Parent(s): bbc9fef

Update app.py

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Files changed (1) hide show
  1. app.py +4 -4
app.py CHANGED
@@ -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.densenet import preprocess_input
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  # 1. Inisialisasi Aplikasi
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  app = FastAPI(title="Ashoka Hipospadia Classifier API")
@@ -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('cnn_kfold_best_model_v2.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}")
@@ -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! 🚀\n",
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- "model": "DenseNet Binary Classification\n",
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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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