Spaces:
Sleeping
Sleeping
Update pipeline.py
Browse files- pipeline.py +4 -2
pipeline.py
CHANGED
|
@@ -2,6 +2,7 @@ import cv2
|
|
| 2 |
import numpy as np
|
| 3 |
import tensorflow as tf
|
| 4 |
import zipfile
|
|
|
|
| 5 |
|
| 6 |
# Set random seed for reproducibility.
|
| 7 |
tf.random.set_seed(42)
|
|
@@ -12,8 +13,9 @@ zip_ref = zipfile.ZipFile(local_zip, 'r')
|
|
| 12 |
zip_ref.extractall()
|
| 13 |
zip_ref.close()
|
| 14 |
|
| 15 |
-
# Load model
|
| 16 |
-
|
|
|
|
| 17 |
|
| 18 |
class DetectionPipeline:
|
| 19 |
def __init__(self, batch_size=1):
|
|
|
|
| 2 |
import numpy as np
|
| 3 |
import tensorflow as tf
|
| 4 |
import zipfile
|
| 5 |
+
import tensorflow_addons as tfa
|
| 6 |
|
| 7 |
# Set random seed for reproducibility.
|
| 8 |
tf.random.set_seed(42)
|
|
|
|
| 13 |
zip_ref.extractall()
|
| 14 |
zip_ref.close()
|
| 15 |
|
| 16 |
+
# Load model with custom objects
|
| 17 |
+
custom_objects = {"RectifiedAdam": tfa.optimizers.RectifiedAdam}
|
| 18 |
+
model = tf.keras.models.load_model("efficientnet-b0/", custom_objects=custom_objects)
|
| 19 |
|
| 20 |
class DetectionPipeline:
|
| 21 |
def __init__(self, batch_size=1):
|