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Update app.py
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app.py
CHANGED
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@@ -7,16 +7,19 @@ import uuid
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from pydrive2.auth import GoogleAuth
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from pydrive2.drive import GoogleDrive
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# --- Google Drive setup ---
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gauth = GoogleAuth()
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gauth.
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drive = GoogleDrive(gauth)
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#
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image_drive_map = {}
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# 1️⃣ Upload ảnh lên Google Drive
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def upload_image(image):
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try:
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if isinstance(image, Image.Image):
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image = np.array(image)
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@@ -25,12 +28,13 @@ def upload_image(image):
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pil_image = Image.fromarray(image)
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pil_image.save(filename) # tạm lưu local
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gfile = drive.CreateFile({'title': filename})
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gfile.SetContentFile(filename)
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gfile.Upload()
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image_drive_map[image_id] = gfile['id']
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except Exception as e:
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return f"Lỗi khi upload: {str(e)}", None
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@@ -43,14 +47,16 @@ def recognize_face(image, image_id):
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image = np.array(image)
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# Download ảnh từ Drive
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file_id = image_drive_map[image_id]
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gfile = drive.CreateFile({'id': file_id})
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gfile.GetContentFile(f"temp_{image_id}.png")
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result = DeepFace.verify(img1_path=image, img2_path=f"temp_{image_id}.png")
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output = {
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"Verified": result["verified"],
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"Khoảng cách": round(result["distance"], 4)
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}
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return json.dumps(output, ensure_ascii=False, indent=2)
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except Exception as e:
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@@ -82,11 +88,12 @@ with gr.Blocks() as demo:
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gr.Markdown("## 📁 Upload ảnh lên Google Drive")
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with gr.Row():
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upload_input = gr.Image(label="Upload ảnh", type="numpy")
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upload_btn = gr.Button("Upload")
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upload_output = gr.Textbox(label="Kết quả Upload")
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image_id_store = gr.State()
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upload_btn.click(upload_image, inputs=upload_input, outputs=[upload_output, image_id_store])
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gr.Markdown("## 🆔 Nhận diện khuôn mặt")
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with gr.Row():
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from pydrive2.auth import GoogleAuth
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from pydrive2.drive import GoogleDrive
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# --- Google Drive setup với Service Account ---
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gauth = GoogleAuth()
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gauth.ServiceAuth(settings_file="service_account.json") # file JSON của service account
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drive = GoogleDrive(gauth)
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# ID folder public trên Google Drive
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FOLDER_ID = "1MwGdJbVbLNSLnmHrR-mGlH8EAJ3gy50R"
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# Dictionary lưu mapping image_id -> {'file_id':..., 'name':...}
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image_drive_map = {}
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# 1️⃣ Upload ảnh lên Google Drive
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def upload_image(image, name):
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try:
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if isinstance(image, Image.Image):
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image = np.array(image)
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pil_image = Image.fromarray(image)
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pil_image.save(filename) # tạm lưu local
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gfile = drive.CreateFile({'title': filename, 'parents':[{'id': FOLDER_ID}]})
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gfile.SetContentFile(filename)
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gfile.Upload()
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image_drive_map[image_id] = {'file_id': gfile['id'], 'name': name}
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file_link = f"https://drive.google.com/file/d/{gfile['id']}/view?usp=sharing"
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return f"Ảnh lưu thành công với ID: {image_id}\nTên: {name}\nLink: {file_link}", image_id
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except Exception as e:
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return f"Lỗi khi upload: {str(e)}", None
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image = np.array(image)
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# Download ảnh từ Drive
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file_id = image_drive_map[image_id]['file_id']
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stored_name = image_drive_map[image_id]['name']
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gfile = drive.CreateFile({'id': file_id})
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gfile.GetContentFile(f"temp_{image_id}.png")
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result = DeepFace.verify(img1_path=image, img2_path=f"temp_{image_id}.png")
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output = {
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"Verified": result["verified"],
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"Khoảng cách": round(result["distance"], 4),
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"Tên ảnh gốc": stored_name
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}
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return json.dumps(output, ensure_ascii=False, indent=2)
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except Exception as e:
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gr.Markdown("## 📁 Upload ảnh lên Google Drive")
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with gr.Row():
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upload_input = gr.Image(label="Upload ảnh", type="numpy")
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name_input = gr.Textbox(label="Tên người trong ảnh")
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upload_btn = gr.Button("Upload")
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upload_output = gr.Textbox(label="Kết quả Upload")
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image_id_store = gr.State()
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upload_btn.click(upload_image, inputs=[upload_input, name_input], outputs=[upload_output, image_id_store])
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gr.Markdown("## 🆔 Nhận diện khuôn mặt")
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with gr.Row():
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