AI-RESEARCHER-2024 commited on
Commit
c63323f
·
verified ·
1 Parent(s): 4982838

Update app.py

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Files changed (1) hide show
  1. app.py +3 -1
app.py CHANGED
@@ -8,6 +8,8 @@ from tensorflow.keras.models import load_model
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  from PIL import Image, ImageDraw, ImageFont
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  from ultralytics import YOLO
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  import cv2
 
 
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  class Config:
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  ASSETS_DIR = './assets'
@@ -29,7 +31,7 @@ class ModelManager:
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  def load_model(model_name: str):
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  model_path = os.path.join(Config.MODELS_DIR, Config.MODELS[model_name])
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  if model_name == "Dental X-Ray Segmentation":
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- return tf.keras.models.load_model(model_path)
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  elif model_name == "Caries Detection":
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  return YOLO(model_path)
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  else:
 
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  from PIL import Image, ImageDraw, ImageFont
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  from ultralytics import YOLO
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  import cv2
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+ from huggingface_hub import from_pretrained_keras
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+
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  class Config:
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  ASSETS_DIR = './assets'
 
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  def load_model(model_name: str):
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  model_path = os.path.join(Config.MODELS_DIR, Config.MODELS[model_name])
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  if model_name == "Dental X-Ray Segmentation":
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+ return from_pretrained_keras("SerdarHelli/Segmentation-of-Teeth-in-Panoramic-X-ray-Image-Using-U-Net")
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  elif model_name == "Caries Detection":
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  return YOLO(model_path)
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  else: