Hugging Face's logo

keras
/
densenet_121_imagenet

Image Classification
KerasHub
Keras
Model card Files Community
1
Divyasreepat commited on
Commit
8a073aa
•
1 Parent(s): 940ee63

Upload folder using huggingface_hub

Browse files
Files changed (8) hide show
  1. README.md +15 -0
  2. config.json +22 -0
  3. image_converter.json +33 -0
  4. metadata.json +6 -0
  5. model.weights.h5 +3 -0
  6. preprocessor.json +51 -0
  7. task.json +85 -0
  8. task.weights.h5 +3 -0
README.md ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: keras-hub
3
+ ---
4
+ This is a [`DenseNet` model](https://keras.io/api/keras_hub/models/dense_net) uploaded using the KerasHub library and can be used with JAX, TensorFlow, and PyTorch backends.
5
+ This model is related to a `ImageClassifier` task.
6
+
7
+ Model config:
8
+ * **name:** dense_net_backbone
9
+ * **trainable:** True
10
+ * **stackwise_num_repeats:** [6, 12, 24, 16]
11
+ * **compression_ratio:** 0.5
12
+ * **growth_rate:** 32
13
+ * **image_shape:** [None, None, 3]
14
+
15
+ This model card has been generated automatically and should be completed by the model author. See [Model Cards documentation](https://huggingface.co/docs/hub/model-cards) for more information.
config.json ADDED
@@ -0,0 +1,22 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "module": "keras_hub.src.models.densenet.densenet_backbone",
3
+ "class_name": "DenseNetBackbone",
4
+ "config": {
5
+ "name": "dense_net_backbone",
6
+ "trainable": true,
7
+ "stackwise_num_repeats": [
8
+ 6,
9
+ 12,
10
+ 24,
11
+ 16
12
+ ],
13
+ "compression_ratio": 0.5,
14
+ "growth_rate": 32,
15
+ "image_shape": [
16
+ null,
17
+ null,
18
+ 3
19
+ ]
20
+ },
21
+ "registered_name": "keras_hub>DenseNetBackbone"
22
+ }
image_converter.json ADDED
@@ -0,0 +1,33 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "module": "keras_hub.src.models.densenet.densenet_image_converter",
3
+ "class_name": "DenseNetImageConverter",
4
+ "config": {
5
+ "name": "dense_net_image_converter",
6
+ "trainable": true,
7
+ "dtype": {
8
+ "module": "keras",
9
+ "class_name": "DTypePolicy",
10
+ "config": {
11
+ "name": "float32"
12
+ },
13
+ "registered_name": null
14
+ },
15
+ "image_size": [
16
+ 224,
17
+ 224
18
+ ],
19
+ "scale": [
20
+ 0.017124753831663668,
21
+ 0.01750700280112045,
22
+ 0.017429193899782133
23
+ ],
24
+ "offset": [
25
+ -2.1179039301310043,
26
+ -2.0357142857142856,
27
+ -1.8044444444444445
28
+ ],
29
+ "interpolation": "bicubic",
30
+ "crop_to_aspect_ratio": true
31
+ },
32
+ "registered_name": "keras_hub>DenseNetImageConverter"
33
+ }
metadata.json ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ {
2
+ "keras_version": "3.5.0",
3
+ "keras_hub_version": "0.16.1",
4
+ "parameter_count": 7037504,
5
+ "date_saved": "2024-10-17@19:28:53"
6
+ }
model.weights.h5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6deffc397afdc5ea9561768f2ba18005ed71612382f623eaec0c9b3661212d41
3
+ size 29184992
preprocessor.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "module": "keras_hub.src.models.densenet.densenet_image_classifier_preprocessor",
3
+ "class_name": "DenseNetImageClassifierPreprocessor",
4
+ "config": {
5
+ "name": "dense_net_image_classifier_preprocessor",
6
+ "trainable": true,
7
+ "dtype": {
8
+ "module": "keras",
9
+ "class_name": "DTypePolicy",
10
+ "config": {
11
+ "name": "float32"
12
+ },
13
+ "registered_name": null
14
+ },
15
+ "image_converter": {
16
+ "module": "keras_hub.src.models.densenet.densenet_image_converter",
17
+ "class_name": "DenseNetImageConverter",
18
+ "config": {
19
+ "name": "dense_net_image_converter",
20
+ "trainable": true,
21
+ "dtype": {
22
+ "module": "keras",
23
+ "class_name": "DTypePolicy",
24
+ "config": {
25
+ "name": "float32"
26
+ },
27
+ "registered_name": null
28
+ },
29
+ "image_size": [
30
+ 224,
31
+ 224
32
+ ],
33
+ "scale": [
34
+ 0.017124753831663668,
35
+ 0.01750700280112045,
36
+ 0.017429193899782133
37
+ ],
38
+ "offset": [
39
+ -2.1179039301310043,
40
+ -2.0357142857142856,
41
+ -1.8044444444444445
42
+ ],
43
+ "interpolation": "bicubic",
44
+ "crop_to_aspect_ratio": true
45
+ },
46
+ "registered_name": "keras_hub>DenseNetImageConverter"
47
+ },
48
+ "config_file": "preprocessor.json"
49
+ },
50
+ "registered_name": "keras_hub>DenseNetImageClassifierPreprocessor"
51
+ }
task.json ADDED
@@ -0,0 +1,85 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "module": "keras_hub.src.models.densenet.densenet_image_classifier",
3
+ "class_name": "DenseNetImageClassifier",
4
+ "config": {
5
+ "backbone": {
6
+ "module": "keras_hub.src.models.densenet.densenet_backbone",
7
+ "class_name": "DenseNetBackbone",
8
+ "config": {
9
+ "name": "dense_net_backbone",
10
+ "trainable": true,
11
+ "stackwise_num_repeats": [
12
+ 6,
13
+ 12,
14
+ 24,
15
+ 16
16
+ ],
17
+ "compression_ratio": 0.5,
18
+ "growth_rate": 32,
19
+ "image_shape": [
20
+ null,
21
+ null,
22
+ 3
23
+ ]
24
+ },
25
+ "registered_name": "keras_hub>DenseNetBackbone"
26
+ },
27
+ "preprocessor": {
28
+ "module": "keras_hub.src.models.densenet.densenet_image_classifier_preprocessor",
29
+ "class_name": "DenseNetImageClassifierPreprocessor",
30
+ "config": {
31
+ "name": "dense_net_image_classifier_preprocessor",
32
+ "trainable": true,
33
+ "dtype": {
34
+ "module": "keras",
35
+ "class_name": "DTypePolicy",
36
+ "config": {
37
+ "name": "float32"
38
+ },
39
+ "registered_name": null
40
+ },
41
+ "image_converter": {
42
+ "module": "keras_hub.src.models.densenet.densenet_image_converter",
43
+ "class_name": "DenseNetImageConverter",
44
+ "config": {
45
+ "name": "dense_net_image_converter",
46
+ "trainable": true,
47
+ "dtype": {
48
+ "module": "keras",
49
+ "class_name": "DTypePolicy",
50
+ "config": {
51
+ "name": "float32"
52
+ },
53
+ "registered_name": null
54
+ },
55
+ "image_size": [
56
+ 224,
57
+ 224
58
+ ],
59
+ "scale": [
60
+ 0.017124753831663668,
61
+ 0.01750700280112045,
62
+ 0.017429193899782133
63
+ ],
64
+ "offset": [
65
+ -2.1179039301310043,
66
+ -2.0357142857142856,
67
+ -1.8044444444444445
68
+ ],
69
+ "interpolation": "bicubic",
70
+ "crop_to_aspect_ratio": true
71
+ },
72
+ "registered_name": "keras_hub>DenseNetImageConverter"
73
+ },
74
+ "config_file": "preprocessor.json"
75
+ },
76
+ "registered_name": "keras_hub>DenseNetImageClassifierPreprocessor"
77
+ },
78
+ "name": "dense_net_image_classifier",
79
+ "num_classes": 1000,
80
+ "pooling": "avg",
81
+ "activation": null,
82
+ "dropout": 0.0
83
+ },
84
+ "registered_name": "keras_hub>DenseNetImageClassifier"
85
+ }
task.weights.h5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9a0f0acdd66cfbfe0e0e2d14c21aba2f8901b38657a8c712c0410ea1cd947a70
3
+ size 33302048