diff --git a/src/api.py b/src/api.py
index 36c257a..8c33837 100644
--- a/src/api.py
+++ b/src/api.py
@@ -1,11 +1,11 @@
-from fastapi import FastAPI, UploadFile, File
-from PIL import Image
 import torch
+from cnn import CNN  # Importing CNN class from cnn.py
+from fastapi import FastAPI, File, UploadFile
+from PIL import Image
 from torchvision import transforms
-from main import Net  # Importing Net class from main.py
 
 # Load the model
-model = Net()
+model = CNN()
 model.load_state_dict(torch.load("mnist_model.pth"))
 model.eval()