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Enhance person directory notebook by initializing persons list #78

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Merged
merged 5 commits into from
Sep 23, 2025
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Enhance person directory notebook by initializing persons list #78

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ee518eb
Enhance person directory notebook by initializing persons list and up…
Aug 11, 2025
ccbc317
Refactor face ID association logic to use the entire list of face IDs…
Sep 19, 2025
2ceae7f
Merge branch 'main' into changjian-wang/improve_build_person_directory
changjian-wang Sep 19, 2025
d9f6243
Update Python version in Jupyter notebook metadata to 3.13.7
Sep 19, 2025
0487d96
Merge branch 'changjian-wang/improve_build_person_directory' of https…
Sep 19, 2025
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3 changes: 3 additions & 0 deletions data/face/enrollment_data/Mary/Family1-Daughter3.jpg
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0 ...ace/enrollment_data/Bill/Family1-Dad3.jpg → data/face/new_face_image.jpg
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44 changes: 32 additions & 12 deletions notebooks/build_person_directory.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -98,6 +98,9 @@
"client.create_person_directory(person_directory_id)\n",
"logging.info(f\"Created person directory with ID: {person_directory_id}\")\n",
"\n",
"# Initialize persons list\n",
"persons: list = []\n",
"\n",
"# Iterate through all subfolders in the folder_path\n",
"for subfolder_name in os.listdir(folder_path):\n",
" subfolder_path = os.path.join(folder_path, subfolder_name)\n",
Expand All @@ -107,6 +110,12 @@
" person = client.add_person(person_directory_id, tags={\"name\": person_name})\n",
" logging.info(f\"Created person {person_name} with person_id: {person['personId']}\")\n",
" if person:\n",
" # Initialize person entry in persons list\n",
" person_entry = {\n",
" 'personId': person['personId'],\n",
" 'name': person_name,\n",
" 'faceIds': []\n",
" }\n",
" # Iterate through all images in the subfolder\n",
" for filename in os.listdir(subfolder_path):\n",
" if filename.lower().endswith(('.png', '.jpg', '.jpeg')):\n",
Expand All @@ -116,11 +125,19 @@
" # Add a face to the Person Directory and associate it to the added person\n",
" face = client.add_face(person_directory_id, image_data, person['personId'])\n",
" if face:\n",
" # Add face ID to the person's faceIds list\n",
" person_entry['faceIds'].append(face['faceId'])\n",
" logging.info(f\"Added face from {filename} with face_id: {face['faceId']} to person_id: {person['personId']}\")\n",
" else:\n",
" logging.warning(f\"Failed to add face from {filename} to person_id: {person['personId']}\")\n",
"\n",
"logging.info(\"Done\")"
" # Add person entry to persons list\n",
" persons.append(person_entry)\n",
"\n",
"logging.info(\"Done\")\n",
"logging.info(f\"Created {len(persons)} persons:\")\n",
"for person in persons:\n",
" logging.info(f\"Person: {person['name']} (ID: {person['personId']}) with {len(person['faceIds'])} faces\")"
]
},
{
Expand Down Expand Up @@ -170,8 +187,9 @@
"metadata": {},
"outputs": [],
"source": [
"new_face_image_path = \"new_face_image_path\" # The path to the face image you want to add.\n",
"existing_person_id = \"existing_person_id\" # The unique ID of the person to whom the face should be associated.\n",
"person_bill = next(person for person in persons if person['name'] == 'Bill')\n",
"new_face_image_path = \"../data/face/new_face_image.jpg\" # The path to the face image you want to add.\n",
"existing_person_id = person_bill['personId'] # The unique ID of the person to whom the face should be associated.\n",
"\n",
"# Convert the new face image to base64\n",
"image_data = AzureContentUnderstandingFaceClient.read_file_to_base64(new_face_image_path)\n",
Expand Down Expand Up @@ -200,8 +218,8 @@
"metadata": {},
"outputs": [],
"source": [
"existing_person_id = \"existing_person_id\" # The unique ID of the person to whom the face should be associated.\n",
"existing_face_id_list = [\"existing_face_id_1\", \"existing_face_id_2\"] # The list of face IDs to be associated.\n",
"existing_person_id = person_bill['personId'] # The unique ID of the person to whom the face should be associated.\n",
"existing_face_id_list = [person_bill['faceIds'][0], person_bill['faceIds'][1], person_bill['faceIds'][2]] # The list of face IDs to be associated.\n",
"\n",
"# Associate the existing face IDs with the existing person\n",
"client.update_person(person_directory_id, existing_person_id, face_ids=existing_face_id_list)"
Expand All @@ -223,15 +241,17 @@
"metadata": {},
"outputs": [],
"source": [
"existing_face_id = \"existing_face_id\" # The unique ID of the face.\n",
"person_mary = next(person for person in persons if person['name'] == 'Mary')\n",
"existing_face_id = person_mary['faceIds'][0] # The unique ID of the face.\n",
"\n",
"# Remove the association of the existing face ID from the person\n",
"client.update_face(person_directory_id, existing_face_id, person_id=\"\") # The person_id is set to \"\" to remove the association\n",
"logging.info(f\"Removed association of face_id: {existing_face_id} from the existing person_id\")\n",
"logging.info(client.get_face(person_directory_id, existing_face_id)) # This will return the face information without the person association\n",
"\n",
"# Associate the existing face ID with a person\n",
"existing_person_id = \"existing_person_id\" # The unique ID of the person to be associated with the face.\n",
"person_jordan = next(person for person in persons if person['name'] == 'Jordan')\n",
"existing_person_id = person_jordan['personId'] # The unique ID of the person to be associated with the face.\n",
"client.update_face(person_directory_id, existing_face_id, person_id=existing_person_id)\n",
"logging.info(f\"Associated face_id: {existing_face_id} with person_id: {existing_person_id}\")\n",
"logging.info(client.get_face(person_directory_id, existing_face_id)) # This will return the face information with the new person association"
Expand Down Expand Up @@ -266,7 +286,7 @@
"logging.info(client.get_person_directory(person_directory_id)) # This will return the updated person directory information\n",
"\n",
"# Update the tags for an individual person\n",
"existing_person_id = \"existing_person_id\" # The unique ID of the person to update.\n",
"existing_person_id = person_bill['personId'] # The unique ID of the person to update.\n",
"person_tags = {\"role\": \"tester\", \"department\": \"engineering\", \"name\": \"\"} # This will remove the name tag from the person.\n",
"\n",
"client.update_person(\n",
Expand Down Expand Up @@ -294,7 +314,7 @@
"metadata": {},
"outputs": [],
"source": [
"existing_face_id = \"existing_face_id\" # The unique ID of the face to delete.\n",
"existing_face_id = person_mary['faceIds'][0] # The unique ID of the face to delete.\n",
"\n",
"client.delete_face(person_directory_id, existing_face_id)\n",
"logging.info(f\"Deleted face with face_id: {existing_face_id}\")"
Expand All @@ -317,7 +337,7 @@
"metadata": {},
"outputs": [],
"source": [
"existing_person_id = \"existing_person_id\" # The unique ID of the person to delete.\n",
"existing_person_id = person_mary['personId'] # The unique ID of the person to delete.\n",
"\n",
"client.delete_person(person_directory_id, existing_person_id)\n",
"logging.info(f\"Deleted person with person_id: {existing_person_id}\")"
Expand All @@ -340,7 +360,7 @@
"metadata": {},
"outputs": [],
"source": [
"existing_person_id = \"existing_person_id\" # The unique ID of the person to delete.\n",
"existing_person_id = person_bill['personId'] # The unique ID of the person to delete.\n",
"\n",
"# Get the list of face IDs associated with the person\n",
"response = client.get_person(person_directory_id, existing_person_id)\n",
Expand Down Expand Up @@ -373,7 +393,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.12"
"version": "3.11.13"
}
},
"nbformat": 4,
Expand Down