Upload folder using huggingface_hub
Browse files- README.md +14 -0
- config.json +96 -0
- image_converter.json +28 -0
- metadata.json +9 -0
- model.weights.h5 +3 -0
- preprocessor.json +46 -0
- task.json +154 -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 [`Xception` model](https://keras.io/api/keras_hub/models/xception) 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:** xception_backbone
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* **trainable:** True
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* **stackwise_conv_filters:** [[32, 64], [128, 128], [256, 256], [728, 728], [728, 728, 728], [728, 728, 728], [728, 728, 728], [728, 728, 728], [728, 728, 728], [728, 728, 728], [728, 728, 728], [728, 728, 728], [728, 1024], [1536, 2048]]
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* **stackwise_pooling:** [False, True, True, True, False, False, False, False, False, False, False, False, True, 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.xception.xception_backbone",
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"class_name": "XceptionBackbone",
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"config": {
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"name": "xception_backbone",
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"trainable": true,
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"stackwise_conv_filters": [
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[
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32,
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64
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],
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[
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128,
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128
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],
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[
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256,
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256
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],
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[
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728,
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728
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],
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728,
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728,
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728
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],
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728,
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],
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],
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],
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728,
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728,
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728
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],
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[
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728,
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1024
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],
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[
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1536,
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2048
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]
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],
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"stackwise_pooling": [
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false,
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true,
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true,
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true,
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false,
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false,
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false,
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false,
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false,
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false,
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false,
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false,
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true,
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false
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],
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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>XceptionBackbone"
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}
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image_converter.json
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{
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"module": "keras_hub.src.layers.preprocessing.image_converter",
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"class_name": "ImageConverter",
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"config": {
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"name": "image_converter",
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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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299,
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299
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],
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"scale": 0.00784313725490196,
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"offset": -1.0,
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"interpolation": "bilinear",
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"antialias": false,
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"crop_to_aspect_ratio": true,
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"pad_to_aspect_ratio": false,
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"bounding_box_format": "yxyx"
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},
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"registered_name": "keras_hub>ImageConverter"
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}
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metadata.json
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{
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"keras_version": "3.9.0",
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"keras_hub_version": "0.20.0.dev0",
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"parameter_count": 20861480,
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"date_saved": "2025-03-29@16:29:08",
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"tasks": [
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"ImageClassifier"
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]
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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 sha256:284c8729a8dbf6e3249abb5900fdf3b767869aec5bb1648ed06ca8724b7c9de8
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size 83801784
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preprocessor.json
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{
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"module": "keras_hub.src.models.xception.xception_image_classifier_preprocessor",
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"class_name": "XceptionImageClassifierPreprocessor",
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"config": {
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"name": "xception_image_classifier_preprocessor",
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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.layers.preprocessing.image_converter",
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"class_name": "ImageConverter",
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"config": {
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"name": "image_converter",
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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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299,
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299
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],
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"scale": 0.00784313725490196,
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"offset": -1.0,
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"interpolation": "bilinear",
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"antialias": false,
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"crop_to_aspect_ratio": true,
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"pad_to_aspect_ratio": false,
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"bounding_box_format": "yxyx"
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},
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"registered_name": "keras_hub>ImageConverter"
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},
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"config_file": "preprocessor.json"
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},
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"registered_name": "keras_hub>XceptionImageClassifierPreprocessor"
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}
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task.json
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{
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"module": "keras_hub.src.models.xception.xception_image_classifier",
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"class_name": "XceptionImageClassifier",
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"config": {
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"backbone": {
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"module": "keras_hub.src.models.xception.xception_backbone",
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"class_name": "XceptionBackbone",
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"config": {
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"name": "xception_backbone",
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"trainable": true,
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"stackwise_conv_filters": [
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[
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32,
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+
64
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],
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[
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128,
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128
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],
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[
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256,
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256
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],
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[
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728,
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728
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],
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[
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728,
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],
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[
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],
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[
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],
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[
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],
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[
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728,
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728
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],
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[
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728,
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728
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],
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[
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728,
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728,
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728
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],
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[
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],
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[
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728,
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1024
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],
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[
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1536,
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2048
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]
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],
|
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"stackwise_pooling": [
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false,
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true,
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true,
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true,
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],
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"image_shape": [
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3
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]
|
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},
|
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"registered_name": "keras_hub>XceptionBackbone"
|
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},
|
101 |
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"preprocessor": {
|
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"module": "keras_hub.src.models.xception.xception_image_classifier_preprocessor",
|
103 |
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"class_name": "XceptionImageClassifierPreprocessor",
|
104 |
+
"config": {
|
105 |
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"name": "xception_image_classifier_preprocessor",
|
106 |
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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.layers.preprocessing.image_converter",
|
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"class_name": "ImageConverter",
|
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"config": {
|
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"name": "image_converter",
|
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"trainable": true,
|
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"dtype": {
|
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"module": "keras",
|
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"class_name": "DTypePolicy",
|
124 |
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"config": {
|
125 |
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"name": "float32"
|
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},
|
127 |
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"registered_name": null
|
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},
|
129 |
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"image_size": [
|
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+
299,
|
131 |
+
299
|
132 |
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],
|
133 |
+
"scale": 0.00784313725490196,
|
134 |
+
"offset": -1.0,
|
135 |
+
"interpolation": "bilinear",
|
136 |
+
"antialias": false,
|
137 |
+
"crop_to_aspect_ratio": true,
|
138 |
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"pad_to_aspect_ratio": false,
|
139 |
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"bounding_box_format": "yxyx"
|
140 |
+
},
|
141 |
+
"registered_name": "keras_hub>ImageConverter"
|
142 |
+
},
|
143 |
+
"config_file": "preprocessor.json"
|
144 |
+
},
|
145 |
+
"registered_name": "keras_hub>XceptionImageClassifierPreprocessor"
|
146 |
+
},
|
147 |
+
"name": "xception_image_classifier",
|
148 |
+
"num_classes": 1000,
|
149 |
+
"pooling": "avg",
|
150 |
+
"activation": null,
|
151 |
+
"dropout": 0.0
|
152 |
+
},
|
153 |
+
"registered_name": "keras_hub>XceptionImageClassifier"
|
154 |
+
}
|
task.weights.h5
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2bc463b750db045a1d29731cef91b49e4942ec33cc2f4337b521a66f64adc143
|
3 |
+
size 92014592
|