Image Classification
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vgg_11_imagenet / task.json
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{
"module": "keras_hub.src.models.vgg.vgg_image_classifier",
"class_name": "VGGImageClassifier",
"config": {
"backbone": {
"module": "keras_hub.src.models.vgg.vgg_backbone",
"class_name": "VGGBackbone",
"config": {
"stackwise_num_repeats": [
1,
1,
2,
2,
2
],
"stackwise_num_filters": [
64,
128,
256,
512,
512
],
"image_shape": [
null,
null,
3
]
},
"registered_name": "keras_hub>VGGBackbone"
},
"preprocessor": {
"module": "keras_hub.src.models.vgg.vgg_image_classifier",
"class_name": "VGGImageClassifierPreprocessor",
"config": {
"name": "vgg_image_classifier_preprocessor",
"trainable": true,
"dtype": {
"module": "keras",
"class_name": "DTypePolicy",
"config": {
"name": "float32"
},
"registered_name": null
},
"image_converter": {
"module": "keras_hub.src.models.vgg.vgg_image_classifier",
"class_name": "VGGImageConverter",
"config": {
"name": "vgg_image_converter",
"trainable": true,
"dtype": {
"module": "keras",
"class_name": "DTypePolicy",
"config": {
"name": "float32"
},
"registered_name": null
},
"image_size": null,
"scale": [
0.017124753831663668,
0.01750700280112045,
0.017429193899782133
],
"offset": [
-2.1179039301310043,
-2.0357142857142856,
-1.8044444444444445
],
"interpolation": "bilinear",
"crop_to_aspect_ratio": true
},
"registered_name": "keras_hub>VGGImageConverter"
},
"config_file": "preprocessor.json"
},
"registered_name": "keras_hub>VGGImageClassifierPreprocessor"
},
"name": "vgg_image_classifier",
"num_classes": 1000,
"pooling": "avg",
"activation": null,
"dropout": 0.0,
"pooling_hidden_dim": 4096
},
"registered_name": "keras_hub>VGGImageClassifier"
}