LovnishVerma
commited on
Commit
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c9b325d
1
Parent(s):
272b1a3
Update app.py
Browse files
app.py
CHANGED
@@ -15,7 +15,7 @@ st.set_page_config(
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initial_sidebar_state="collapsed"
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st.title("Attendance System Using Face Recognition 📷")
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st.markdown("This app recognizes faces in an image and updates attendance records with current timestamp & Location.")
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# Load images for face recognition
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Images = []
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@@ -41,48 +41,63 @@ def findEncodings(Images):
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encodeListknown = findEncodings(Images)
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if img_file_buffer is not None:
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initial_sidebar_state="collapsed"
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)
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st.title("Attendance System Using Face Recognition 📷")
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st.markdown("This app recognizes faces in an image, verifies Aadhaar card details, and updates attendance records with the current timestamp & Location.")
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# Load images for face recognition
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Images = []
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encodeListknown = findEncodings(Images)
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# Function to validate Aadhaar card number
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def validate_aadhaar(aadhaar):
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# Implement your Aadhaar card validation logic here
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# For simplicity, let's assume any 12-digit number is a valid Aadhaar card
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return len(aadhaar) == 12 and aadhaar.isdigit()
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# Take picture using the camera and input Aadhaar card details
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img_file_buffer = st.file_uploader("Upload an image", type=["jpg", "jpeg"])
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aadhaar_number = st.text_input("Enter Aadhaar Number:")
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# Face recognition code...
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if img_file_buffer is not None:
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# Validate Aadhaar card number
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if validate_aadhaar(aadhaar_number):
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test_image = Image.open(img_file_buffer)
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image = np.asarray(test_image)
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imgS = cv2.resize(image, (0, 0), None, 0.25, 0.25)
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imgS = cv2.cvtColor(imgS, cv2.COLOR_BGR2RGB)
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facesCurFrame = face_recognition.face_locations(imgS)
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encodesCurFrame = face_recognition.face_encodings(imgS, facesCurFrame)
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name = "Unknown" # Default name for unknown faces
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if len(encodesCurFrame) > 0:
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for encodeFace, faceLoc in zip(encodesCurFrame, facesCurFrame):
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matches = face_recognition.compare_faces(encodeListknown, encodeFace)
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faceDis = face_recognition.face_distance(encodeListknown, encodeFace)
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matchIndex = np.argmin(faceDis)
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if matches[matchIndex]:
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name = classnames[matchIndex].upper()
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y1, x2, y2, x1 = faceLoc
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y1, x2, y2, x1 = y1 * 4, x2 * 4, y2 * 4, x1 * 4
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cv2.rectangle(image, (x1, y1), (x2, y2), (0, 255, 0), 2)
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cv2.rectangle(image, (x1, y2 - 35), (x2, y2), (0, 255, 0), cv2.FILLED)
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cv2.putText(image, name, (x1 + 6, y2 - 6), cv2.FONT_HERSHEY_COMPLEX, 1, (255, 255, 255), 2)
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if name != "Unknown":
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url = "https://mrvishal7705.000webhostapp.com"
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url1 = "/update.php"
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data1 = {'name': name, 'aadhaar': aadhaar_number}
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response = requests.post(url + url1, data=data1)
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if response.status_code == 200:
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st.success("Data updated on: " + url)
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else:
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st.warning("Data not updated")
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# Display the result
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st.markdown('<style>img { animation: pulse 2s infinite; }</style>', unsafe_allow_html=True)
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st.image(image, use_column_width=True, output_format="PNG")
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if name == "Unknown":
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st.info("Face not detected. Please try again.")
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else:
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st.error("Invalid Aadhaar card number. Please enter a valid 12-digit Aadhaar number.")
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