Save model using Keras.

README.md

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+
+---
+library_name: keras
+---
+
+This model has been uploaded using the Keras library and can be used with JAX,
+TensorFlow, and PyTorch backends.
+
+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.
+
+For more details about the model architecture, check out
+[config.json](./config.json).

config.json

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+{"module": "keras.src.models.functional", "class_name": "Functional", "config": {"name": "DeepID", "trainable": true, "layers": [{"module": "keras.layers", "class_name": "InputLayer", "config": {"batch_shape": [null, 55, 47, 3], "dtype": "float32", "sparse": false, "name": "input_layer"}, "registered_name": null, "name": "input_layer", "inbound_nodes": []}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "Conv1", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 20, "kernel_size": [4, 4], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 55, 47, 3]}, "name": "Conv1", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 55, 47, 3], "dtype": "float32", "keras_history": ["input_layer", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "MaxPooling2D", "config": {"name": "Pool1", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null, "shared_object_id": 140607362036896}, "pool_size": [2, 2], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}, "registered_name": null, "name": "Pool1", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 52, 44, 20], "dtype": "float32", "keras_history": ["Conv1", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "D1", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null, "shared_object_id": 140607362036896}, "rate": 0.99, "seed": null, "noise_shape": null}, "registered_name": null, "name": "D1", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 26, 22, 20], "dtype": "float32", "keras_history": ["Pool1", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "Conv2", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null, "shared_object_id": 140607362036896}, "filters": 40, "kernel_size": [3, 3], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 26, 22, 20]}, "name": "Conv2", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 26, 22, 20], "dtype": "float32", "keras_history": ["D1", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "MaxPooling2D", "config": {"name": "Pool2", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null, "shared_object_id": 140607362036896}, "pool_size": [2, 2], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}, "registered_name": null, "name": "Pool2", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 24, 20, 40], "dtype": "float32", "keras_history": ["Conv2", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "D2", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null, "shared_object_id": 140607362036896}, "rate": 0.99, "seed": null, "noise_shape": null}, "registered_name": null, "name": "D2", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 12, 10, 40], "dtype": "float32", "keras_history": ["Pool2", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "Conv3", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null, "shared_object_id": 140607362036896}, "filters": 60, "kernel_size": [3, 3], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 12, 10, 40]}, "name": "Conv3", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 12, 10, 40], "dtype": "float32", "keras_history": ["D2", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "MaxPooling2D", "config": {"name": "Pool3", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null, "shared_object_id": 140607362036896}, "pool_size": [2, 2], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}, "registered_name": null, "name": "Pool3", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 10, 8, 60], "dtype": "float32", "keras_history": ["Conv3", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "D3", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null, "shared_object_id": 140607362036896}, "rate": 0.99, "seed": null, "noise_shape": null}, "registered_name": null, "name": "D3", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 5, 4, 60], "dtype": "float32", "keras_history": ["Pool3", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "Conv4", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null, "shared_object_id": 140607362036896}, "filters": 80, "kernel_size": [2, 2], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 5, 4, 60]}, "name": "Conv4", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 5, 4, 60], "dtype": "float32", "keras_history": ["D3", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Flatten", "config": {"name": "flatten", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null, "shared_object_id": 140607362036896}, "data_format": "channels_last"}, "registered_name": null, "build_config": {"input_shape": [null, 5, 4, 60]}, "name": "flatten", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 5, 4, 60], "dtype": "float32", "keras_history": ["D3", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Flatten", "config": {"name": "flatten_1", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null, "shared_object_id": 140607362036896}, "data_format": "channels_last"}, "registered_name": null, "build_config": {"input_shape": [null, 4, 3, 80]}, "name": "flatten_1", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 4, 3, 80], "dtype": "float32", "keras_history": ["Conv4", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "fc11", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null, "shared_object_id": 140607362036896}, "units": 160, "activation": "linear", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1200]}, "name": "fc11", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1200], "dtype": "float32", "keras_history": ["flatten", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "fc12", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null, "shared_object_id": 140607362036896}, "units": 160, "activation": "linear", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 960]}, "name": "fc12", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 960], "dtype": "float32", "keras_history": ["flatten_1", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null, "shared_object_id": 140607362036896}}, "registered_name": null, "build_config": {"input_shape": [[null, 160], [null, 160]]}, "name": "add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 160], "dtype": "float32", "keras_history": ["fc11", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 160], "dtype": "float32", "keras_history": ["fc12", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "deepid", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null, "shared_object_id": 140607362036896}, "activation": "relu"}, "registered_name": null, "name": "deepid", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 160], "dtype": "float32", "keras_history": ["add", 0, 0]}}], "kwargs": {}}]}], "input_layers": [["input_layer", 0, 0]], "output_layers": [["deepid", 0, 0]]}, "registered_name": "Functional", "build_config": {"input_shape": null}}

metadata.json

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+{"keras_version": "3.6.0", "date_saved": "2024-11-19@15:02:34"}

model.weights.h5

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