Hugging Face's logo

keras
/
densenet_169_imagenet

Image Classification
KerasHub
Keras
Model card Files Community
1
densenet_169_imagenet
File size: 3,219 Bytes 
50b26d0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
 
{
    "module": "keras_hub.src.models.densenet.densenet_image_classifier",
    "class_name": "DenseNetImageClassifier",
    "config": {
        "backbone": {
            "module": "keras_hub.src.models.densenet.densenet_backbone",
            "class_name": "DenseNetBackbone",
            "config": {
                "name": "dense_net_backbone",
                "trainable": true,
                "stackwise_num_repeats": [
                    6,
                    12,
                    32,
                    32
                ],
                "compression_ratio": 0.5,
                "growth_rate": 32,
                "image_shape": [
                    null,
                    null,
                    3
                ]
            },
            "registered_name": "keras_hub>DenseNetBackbone"
        },
        "preprocessor": {
            "module": "keras_hub.src.models.densenet.densenet_image_classifier_preprocessor",
            "class_name": "DenseNetImageClassifierPreprocessor",
            "config": {
                "name": "dense_net_image_classifier_preprocessor",
                "trainable": true,
                "dtype": {
                    "module": "keras",
                    "class_name": "DTypePolicy",
                    "config": {
                        "name": "float32"
                    },
                    "registered_name": null
                },
                "image_converter": {
                    "module": "keras_hub.src.models.densenet.densenet_image_converter",
                    "class_name": "DenseNetImageConverter",
                    "config": {
                        "name": "dense_net_image_converter",
                        "trainable": true,
                        "dtype": {
                            "module": "keras",
                            "class_name": "DTypePolicy",
                            "config": {
                                "name": "float32"
                            },
                            "registered_name": null
                        },
                        "image_size": [
                            224,
                            224
                        ],
                        "scale": [
                            0.017124753831663668,
                            0.01750700280112045,
                            0.017429193899782133
                        ],
                        "offset": [
                            -2.1179039301310043,
                            -2.0357142857142856,
                            -1.8044444444444445
                        ],
                        "interpolation": "bicubic",
                        "crop_to_aspect_ratio": true
                    },
                    "registered_name": "keras_hub>DenseNetImageConverter"
                },
                "config_file": "preprocessor.json"
            },
            "registered_name": "keras_hub>DenseNetImageClassifierPreprocessor"
        },
        "name": "dense_net_image_classifier",
        "num_classes": 1000,
        "pooling": "avg",
        "activation": null,
        "dropout": 0.0
    },
    "registered_name": "keras_hub>DenseNetImageClassifier"
}