Update MeAI_Maincode/Detectskindisease.py

MeAI_Maincode/Detectskindisease.py

@@ -4,7 +4,7 @@ from PIL import Image
 import io
 import numpy as np
 import os
-key = "a8108953dbmsh2baabfa3db731fdp14177bjsnfebbe465261d"
+key = "b71d1f41camsh51cbf0a2df5facap1b9e25jsn2ce94a61f252"
 trans_disease = {
     "acne": "mụn",
     "actinic_keratosis": "chứng dày sừng quang hóa",
@@ -133,63 +133,68 @@ trans_description = {
 def detect_skin_disease(image, key):
     try:
 
-        img = Image.fromarray(image.astype('uint8'))  # Tạo ảnh từ numpy array
-        img_byte_array = io.BytesIO()  # Tạo buffer giống tệp
-        img.save(img_byte_array, format='PNG')  # Lưu ảnh dưới dạng PNG
-        img_byte_array.seek(0)  # Quay về đầu buffer
+        # Convert NumPy array to image file-like object
+        img = Image.fromarray((image).astype('uint8'))
+        img_byte_array = io.BytesIO()
+        img.save(img_byte_array, format='PNG')
+        img_byte_array.seek(0)
 
-        url = "https://detect-skin-disease1.p.rapidapi.com/skin-disease"
+        url = "https://detect-skin-disease.p.rapidapi.com/facebody/analysis/detect-skin-disease"
+        # files = {"image": img_byte_array}
         files = {"image": ("image.png", img_byte_array, "image/png")}
         headers = {
             "X-RapidAPI-Key": key,
-            "X-RapidAPI-Host": "detect-skin-disease1.p.rapidapi.com"
+            "X-RapidAPI-Host": "detect-skin-disease.p.rapidapi.com"
         }
         response = requests.post(url, files=files, headers=headers)
 
-        if response.status_code != 200:
-            return f"Lỗi API: HTTP {response.status_code} - {response.reason}"
-        response_json = response.json()
 
+
+        response_json = response.json()
+       
         output = ""
 
-        # Get image type
-        image_type = response_json.get('imageType')
-        if image_type=="normal_skin":
-            return "Da của bạn bình thường\n"
-        if image_type=="non_skin":
-            return "Ảnh của bạn không phải da\n"
+        if 'data' in response_json:
+            body_part = response_json['data'].get('body_part')
+            results = response_json['data'].get('results_english')
+
+
+
+
+            if body_part is not None:
+                vnese_body = trans_body[body_part]
+                output += f"Phần của cơ thể: {vnese_body} ({body_part})\n"
+                
+            if results is not None:
+              output += " Kết quả phân tích:      "
+
 
-        # Get body part
-        body_part = response_json.get('bodyPart')
-        if body_part is not None:
-            vnese_body = trans_body.get(body_part, body_part)
-            output += f"Phần của cơ thể: {vnese_body}\n"
 
-        # Get results and probabilities
-        results = response_json.get('results')
-        if results is not None:
-            output += "Kết quả phân tích:\n"
 
-            # Sort results by probability in descending order
-            sorted_results = sorted(results.items(), key=lambda x: x[1], reverse=True)
 
-            for disease, probability in sorted_results:
+              # Sort the results by probability percentage in descending order
+              sorted_results = sorted(results.items(), key=lambda x: x[1], reverse=True)
+
+              for disease, probability in sorted_results:
                 probability_percent = probability * 100
                 vnese_disease = trans_disease.get(disease, disease)
-                description = trans_description.get(disease, "Không có mô tả")
-                
+
+
                 if probability_percent >= 10:
-                    output += f"- {vnese_disease} {probability_percent:.2f}%, mô tả thêm về bệnh: {description} \n"
+                  output += f"{vnese_disease} : {probability_percent:.2f}%\n"
 
-        return output
+            return output
+        else:
+            return "Không có dữ liệu phản hồi từ API."
     except Exception as e:
-        return f"Lỗi: {str(e)}"
+        return f"Error: {str(e)}"
+
 
 
 
 
 
-def create_skin_tab(skinkey="a8108953dbmsh2baabfa3db731fdp14177bjsnfebbe465261d"):
+def create_skin_tab(skinkey="b71d1f41camsh51cbf0a2df5facap1b9e25jsn2ce94a61f252"):
     css = """
     .textboxskin {
         font-sxxxxize: 50px; !important;