Spaces:
Build error
Build error
Jeet Paul commited on
Commit ·
f111fb5
1
Parent(s): d2a1f67
Update app.py
Browse files
app.py
CHANGED
|
@@ -37,10 +37,12 @@ def predict_digit(img):
|
|
| 37 |
W1, b1, W2, b2 = params["W1"], params["b1"], params["W2"], params["b2"]
|
| 38 |
|
| 39 |
# Convert the sketchpad drawing to grayscale and resize it to (28, 28)
|
| 40 |
-
img_pil = Image.fromarray(np.uint8(img * 255)).convert("L")
|
| 41 |
|
|
|
|
|
|
|
| 42 |
# Convert the image to a NumPy array and normalize it
|
| 43 |
-
X = np.array(
|
| 44 |
|
| 45 |
# Get the prediction
|
| 46 |
prediction = make_predictions(X, W1, b1, W2, b2)
|
|
|
|
| 37 |
W1, b1, W2, b2 = params["W1"], params["b1"], params["W2"], params["b2"]
|
| 38 |
|
| 39 |
# Convert the sketchpad drawing to grayscale and resize it to (28, 28)
|
| 40 |
+
img_pil = Image.fromarray(np.uint8(img * 255)).convert("L")
|
| 41 |
|
| 42 |
+
res=img_pil.resize((28, 28))
|
| 43 |
+
|
| 44 |
# Convert the image to a NumPy array and normalize it
|
| 45 |
+
X = np.array(res).reshape((784, 1)) / 255.
|
| 46 |
|
| 47 |
# Get the prediction
|
| 48 |
prediction = make_predictions(X, W1, b1, W2, b2)
|