1.1.1 • Published 4 years ago
@pipcook/plugins-tensorflow-resnet-model-define v1.1.1
@pipcook/plugins-tensorflow-resnet-model-define
Description
This plugin defines a image classification model. This model is resnet. The model is built using python tensorflow.
Required Parameters
Parameter | Type | Description |
---|
Optional Parameters
Parameter | Type | Default Value | Description |
---|---|---|---|
loss | string | categorical_crossentropy | the loss function to be defined. Look more |
metrics | string[] | 'accuracy' | metrics used to evaluate model. Look more |
learningRate | number | 0.001 | base learning rate for Adam |
decay | number | 0.05 | decay rate for Adam |
freeze | boolean | false | Whether to freeze first several layers |
labelMap | object | null | label map, only specified when recoverPath is provided |
recoverPath | string | null | Recover path of pretrained model |
Example
"modelDefine": {
"package": "@pipcook/plugins-tensorflow-resnet-model-define",
"params": {
"freeze": true
}
},
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