Update model/model.py
Browse files- model/model.py +3 -3
model/model.py
CHANGED
|
@@ -18,8 +18,8 @@ def predict(image_path):
|
|
| 18 |
])
|
| 19 |
|
| 20 |
# Preprocess the image
|
| 21 |
-
image = Image.fromarray(image_path)
|
| 22 |
-
input_tensor = transform(
|
| 23 |
|
| 24 |
|
| 25 |
outputs = model(input_tensor)
|
|
@@ -32,4 +32,4 @@ def predict(image_path):
|
|
| 32 |
probability_dict = {}
|
| 33 |
for i, prob in enumerate(probabilities):
|
| 34 |
probability_dict[labels[i]] = prob.item()
|
| 35 |
-
return
|
|
|
|
| 18 |
])
|
| 19 |
|
| 20 |
# Preprocess the image
|
| 21 |
+
#image = Image.fromarray(image_path)
|
| 22 |
+
input_tensor = transform(image_path).unsqueeze(0) # Add batch dimension
|
| 23 |
|
| 24 |
|
| 25 |
outputs = model(input_tensor)
|
|
|
|
| 32 |
probability_dict = {}
|
| 33 |
for i, prob in enumerate(probabilities):
|
| 34 |
probability_dict[labels[i]] = prob.item()
|
| 35 |
+
return probability_dict
|