Divyasreepat
commited on
Commit
•
47c7675
1
Parent(s):
ed77ccc
Upload folder using huggingface_hub
Browse files- README.md +19 -0
- config.json +44 -0
- image_converter.json +33 -0
- metadata.json +6 -0
- model.weights.h5 +3 -0
- preprocessor.json +51 -0
- task.json +107 -0
- task.weights.h5 +3 -0
README.md
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---
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library_name: keras-hub
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---
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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.
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This model is related to a `ImageClassifier` task.
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Model config:
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* **name:** res_net_backbone_14
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* **trainable:** True
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* **input_conv_filters:** [32, 32, 64]
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* **input_conv_kernel_sizes:** [3, 3, 3]
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* **stackwise_num_filters:** [64, 128, 256, 512]
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* **stackwise_num_blocks:** [3, 4, 6, 3]
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* **stackwise_num_strides:** [1, 2, 2, 2]
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* **block_type:** bottleneck_block_vd
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* **use_pre_activation:** False
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* **image_shape:** [None, None, 3]
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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.
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config.json
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{
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"module": "keras_hub.src.models.resnet.resnet_backbone",
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"class_name": "ResNetBackbone",
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"config": {
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"name": "res_net_backbone_14",
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"trainable": true,
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"input_conv_filters": [
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32,
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32,
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64
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],
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"input_conv_kernel_sizes": [
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3,
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3,
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3
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],
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"stackwise_num_filters": [
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64,
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128,
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256,
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512
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],
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"stackwise_num_blocks": [
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3,
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4,
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6,
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3
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],
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"stackwise_num_strides": [
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1,
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2,
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2,
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2
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],
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"block_type": "bottleneck_block_vd",
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"use_pre_activation": false,
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"image_shape": [
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null,
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null,
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3
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]
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},
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"registered_name": "keras_hub>ResNetBackbone"
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}
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image_converter.json
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{
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"module": "keras_hub.src.models.resnet.resnet_image_converter",
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"class_name": "ResNetImageConverter",
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"config": {
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"name": "res_net_image_converter_14",
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"trainable": true,
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"dtype": {
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"module": "keras",
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"class_name": "DTypePolicy",
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"config": {
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"name": "float32"
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},
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"registered_name": null
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},
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"image_size": [
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224,
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224
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],
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"scale": [
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0.017124753831663668,
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0.01750700280112045,
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0.017429193899782133
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],
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"offset": [
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-2.1179039301310043,
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-2.0357142857142856,
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-1.8044444444444445
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],
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"interpolation": "bilinear",
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"crop_to_aspect_ratio": true
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},
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"registered_name": "keras_hub>ResNetImageConverter"
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}
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metadata.json
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{
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"keras_version": "3.4.1",
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"keras_hub_version": "0.16.1",
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"parameter_count": 23580512,
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"date_saved": "2024-10-11@21:22:35"
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}
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model.weights.h5
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version https://git-lfs.github.com/spec/v1
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oid sha256:d85ab75d6a26057d3a3f6590d2338ed10c7baab30bd540207f89b011f7f35175
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size 94779384
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preprocessor.json
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{
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"module": "keras_hub.src.models.resnet.resnet_image_classifier_preprocessor",
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"class_name": "ResNetImageClassifierPreprocessor",
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"config": {
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"name": "res_net_image_classifier_preprocessor_14",
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"trainable": true,
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"dtype": {
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"module": "keras",
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"class_name": "DTypePolicy",
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"config": {
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"name": "float32"
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},
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"registered_name": null
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},
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"image_converter": {
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"module": "keras_hub.src.models.resnet.resnet_image_converter",
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"class_name": "ResNetImageConverter",
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"config": {
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"name": "res_net_image_converter_14",
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"trainable": true,
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"dtype": {
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"module": "keras",
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"class_name": "DTypePolicy",
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"config": {
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"name": "float32"
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},
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"registered_name": null
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},
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"image_size": [
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224,
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224
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],
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"scale": [
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0.017124753831663668,
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0.01750700280112045,
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0.017429193899782133
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],
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"offset": [
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+
-2.1179039301310043,
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-2.0357142857142856,
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-1.8044444444444445
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],
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"interpolation": "bilinear",
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"crop_to_aspect_ratio": true
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},
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"registered_name": "keras_hub>ResNetImageConverter"
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},
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"config_file": "preprocessor.json"
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},
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"registered_name": "keras_hub>ResNetImageClassifierPreprocessor"
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}
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task.json
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{
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"module": "keras_hub.src.models.resnet.resnet_image_classifier",
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"class_name": "ResNetImageClassifier",
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"config": {
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"backbone": {
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"module": "keras_hub.src.models.resnet.resnet_backbone",
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"class_name": "ResNetBackbone",
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"config": {
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"name": "res_net_backbone_14",
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"trainable": true,
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"input_conv_filters": [
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32,
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32,
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64
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],
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"input_conv_kernel_sizes": [
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3,
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3,
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3
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],
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"stackwise_num_filters": [
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64,
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128,
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256,
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512
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],
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"stackwise_num_blocks": [
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3,
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4,
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6,
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3
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],
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"stackwise_num_strides": [
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1,
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2,
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2,
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2
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],
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"block_type": "bottleneck_block_vd",
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"use_pre_activation": false,
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"image_shape": [
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null,
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null,
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3
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]
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},
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"registered_name": "keras_hub>ResNetBackbone"
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},
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"preprocessor": {
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"module": "keras_hub.src.models.resnet.resnet_image_classifier_preprocessor",
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"class_name": "ResNetImageClassifierPreprocessor",
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"config": {
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"name": "res_net_image_classifier_preprocessor_14",
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"trainable": true,
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"dtype": {
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"module": "keras",
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"class_name": "DTypePolicy",
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"config": {
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"name": "float32"
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},
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"registered_name": null
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},
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"image_converter": {
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"module": "keras_hub.src.models.resnet.resnet_image_converter",
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"class_name": "ResNetImageConverter",
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"config": {
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"name": "res_net_image_converter_14",
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"trainable": true,
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"dtype": {
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"module": "keras",
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"class_name": "DTypePolicy",
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"config": {
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"name": "float32"
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},
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"registered_name": null
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},
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"image_size": [
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224,
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224
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],
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"scale": [
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0.017124753831663668,
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+
0.01750700280112045,
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+
0.017429193899782133
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],
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"offset": [
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+
-2.1179039301310043,
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+
-2.0357142857142856,
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-1.8044444444444445
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],
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"interpolation": "bilinear",
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"crop_to_aspect_ratio": true
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},
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"registered_name": "keras_hub>ResNetImageConverter"
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},
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"config_file": "preprocessor.json"
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},
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"registered_name": "keras_hub>ResNetImageClassifierPreprocessor"
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},
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"name": "res_net_image_classifier_14",
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"num_classes": 1000,
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"pooling": "avg",
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"activation": null,
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"dropout": 0.0
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},
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"registered_name": "keras_hub>ResNetImageClassifier"
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}
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task.weights.h5
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:7c69630dbf3a59a9ae63a6ae5ff536d55ff75588f43734ae72a1c50b725ac0c6
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size 102994696
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