Upload folder using huggingface_hub

README.md

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+---
+library_name: keras-hub
+---
+This is a [`ResNet` model](https://keras.io/api/keras_hub/models/res_net) uploaded using the KerasHub library and can be used with JAX, TensorFlow, and PyTorch backends.
+This model is related to a `ImageClassifier` task.
+
+Model config:
+* **name:** res_net_backbone
+* **trainable:** True
+* **input_conv_filters:** [32, 32, 64]
+* **input_conv_kernel_sizes:** [3, 3, 3]
+* **stackwise_num_filters:** [64, 128, 256, 512]
+* **stackwise_num_blocks:** [2, 2, 2, 2]
+* **stackwise_num_strides:** [1, 2, 2, 2]
+* **block_type:** basic_block_vd
+* **use_pre_activation:** False
+* **image_shape:** [None, None, 3]
+
+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

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+{
+    "module": "keras_hub.src.models.resnet.resnet_backbone",
+    "class_name": "ResNetBackbone",
+    "config": {
+        "name": "res_net_backbone",
+        "trainable": true,
+        "input_conv_filters": [
+            32,
+            32,
+            64
+        ],
+        "input_conv_kernel_sizes": [
+            3,
+            3,
+            3
+        ],
+        "stackwise_num_filters": [
+            64,
+            128,
+            256,
+            512
+        ],
+        "stackwise_num_blocks": [
+            2,
+            2,
+            2,
+            2
+        ],
+        "stackwise_num_strides": [
+            1,
+            2,
+            2,
+            2
+        ],
+        "block_type": "basic_block_vd",
+        "use_pre_activation": false,
+        "image_shape": [
+            null,
+            null,
+            3
+        ]
+    },
+    "registered_name": "keras_hub>ResNetBackbone"
+}

image_converter.json

@@ -0,0 +1,33 @@
+{
+    "module": "keras_hub.src.models.resnet.resnet_image_converter",
+    "class_name": "ResNetImageConverter",
+    "config": {
+        "name": "res_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": "bilinear",
+        "crop_to_aspect_ratio": true
+    },
+    "registered_name": "keras_hub>ResNetImageConverter"
+}

metadata.json

@@ -0,0 +1,6 @@
+{
+    "keras_version": "3.4.1",
+    "keras_hub_version": "0.16.1",
+    "parameter_count": 11209824,
+    "date_saved": "2024-10-11@20:57:20"
+}

model.weights.h5

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+version https://git-lfs.github.com/spec/v1
+oid sha256:45c7a3b2eae668c9bdb16cbbf3dd370eea006c009ab7407c419f0a59768eeaf0
+size 45040432

preprocessor.json

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+{
+    "module": "keras_hub.src.models.resnet.resnet_image_classifier_preprocessor",
+    "class_name": "ResNetImageClassifierPreprocessor",
+    "config": {
+        "name": "res_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.resnet.resnet_image_converter",
+            "class_name": "ResNetImageConverter",
+            "config": {
+                "name": "res_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": "bilinear",
+                "crop_to_aspect_ratio": true
+            },
+            "registered_name": "keras_hub>ResNetImageConverter"
+        },
+        "config_file": "preprocessor.json"
+    },
+    "registered_name": "keras_hub>ResNetImageClassifierPreprocessor"
+}

task.json

@@ -0,0 +1,107 @@
+{
+    "module": "keras_hub.src.models.resnet.resnet_image_classifier",
+    "class_name": "ResNetImageClassifier",
+    "config": {
+        "backbone": {
+            "module": "keras_hub.src.models.resnet.resnet_backbone",
+            "class_name": "ResNetBackbone",
+            "config": {
+                "name": "res_net_backbone",
+                "trainable": true,
+                "input_conv_filters": [
+                    32,
+                    32,
+                    64
+                ],
+                "input_conv_kernel_sizes": [
+                    3,
+                    3,
+                    3
+                ],
+                "stackwise_num_filters": [
+                    64,
+                    128,
+                    256,
+                    512
+                ],
+                "stackwise_num_blocks": [
+                    2,
+                    2,
+                    2,
+                    2
+                ],
+                "stackwise_num_strides": [
+                    1,
+                    2,
+                    2,
+                    2
+                ],
+                "block_type": "basic_block_vd",
+                "use_pre_activation": false,
+                "image_shape": [
+                    null,
+                    null,
+                    3
+                ]
+            },
+            "registered_name": "keras_hub>ResNetBackbone"
+        },
+        "preprocessor": {
+            "module": "keras_hub.src.models.resnet.resnet_image_classifier_preprocessor",
+            "class_name": "ResNetImageClassifierPreprocessor",
+            "config": {
+                "name": "res_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.resnet.resnet_image_converter",
+                    "class_name": "ResNetImageConverter",
+                    "config": {
+                        "name": "res_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": "bilinear",
+                        "crop_to_aspect_ratio": true
+                    },
+                    "registered_name": "keras_hub>ResNetImageConverter"
+                },
+                "config_file": "preprocessor.json"
+            },
+            "registered_name": "keras_hub>ResNetImageClassifierPreprocessor"
+        },
+        "name": "res_net_image_classifier",
+        "num_classes": 1000,
+        "pooling": "avg",
+        "activation": null,
+        "dropout": 0.0
+    },
+    "registered_name": "keras_hub>ResNetImageClassifier"
+}

task.weights.h5

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+size 47110920