try new command

app/app.py

@@ -2,6 +2,10 @@ import os
 import base64
 from flask import Flask, render_template,request
 import config
+#newly added
+import json
+from google.cloud import storage
+from google.oauth2 import service_account
 #local imports
 from detection_model_run import run_detection
 from helper import preprocess_keypoints
@@ -9,9 +13,19 @@ from classification_model_run import run_classification
 from generate_light import  generate_new_image
 from show_points import display_keypoints
 
+
 app = Flask(__name__)
 app.config.from_object(config)
 
+credentials_raw = os.getenv('gcp_credentials')
+if credentials_raw:
+    credentials_dict = json.loads(credentials_raw)
+    credentials = service_account.Credentials.from_service_account_info(credentials_dict)
+    client = storage.Client(credentials=credentials)
+    bucket = client.get_bucket('dl-individual-project')
+else:
+    raise EnvironmentError("Failed to get 'GCP_CREDENTIALS' from environment.")
+
 UPLOAD_FOLDER = 'captures'  # Define the directory to save uploaded images
 
 # Ensure the upload directory exists

requirements.txt

@@ -4,6 +4,7 @@ torch
 torchvision
 torchaudio
 tensorflow
+google-cloud-storage
 keras
 pandas
 gunicorn