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Upload folder using huggingface_hub

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Files changed (5) hide show
  1. README.md +17 -0
  2. config.json +77 -0
  3. image_converter.json +36 -0
  4. metadata.json +9 -0
  5. model.weights.h5 +3 -0
README.md ADDED
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+ ---
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+ library_name: keras-hub
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+ ---
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+ This is a [`DepthAnything` model](https://keras.io/api/keras_hub/models/depth_anything) uploaded using the KerasHub library and can be used with JAX, TensorFlow, and PyTorch backends.
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+ Model config:
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+ * **name:** depth_anything_backbone
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+ * **trainable:** True
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+ * **dtype:** {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}
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+ * **image_encoder:** {'module': 'keras_hub.src.models.dinov2.dinov2_backbone', 'class_name': 'DINOV2Backbone', 'config': {'name': 'dinov2_backbone', 'trainable': True, 'dtype': {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}, 'patch_size': 14, 'num_layers': 12, 'hidden_dim': 384, 'num_heads': 6, 'intermediate_dim': 1536, 'layer_scale_init_value': 1.0, 'num_register_tokens': 0, 'use_mask_token': True, 'use_swiglu_ffn': False, 'dropout_rate': 0.0, 'drop_path_rate': 0.0, 'image_shape': [518, 518, 3], 'position_embedding_shape': [518, 518], 'antialias_in_interpolation': False, 'apply_layernorm': True}, 'registered_name': 'keras_hub>DINOV2Backbone'}
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+ * **reassemble_factors:** [4, 2, 1, 0.5]
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+ * **neck_hidden_dims:** [48, 96, 192, 384]
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+ * **fusion_hidden_dim:** 64
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+ * **head_hidden_dim:** 32
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+ * **head_in_index:** -1
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+ * **feature_keys:** ['stage3', 'stage6', 'stage9', 'stage12']
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+
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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.
config.json ADDED
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+ {
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+ "module": "keras_hub.src.models.depth_anything.depth_anything_backbone",
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+ "class_name": "DepthAnythingBackbone",
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+ "config": {
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+ "name": "depth_anything_backbone",
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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_encoder": {
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+ "module": "keras_hub.src.models.dinov2.dinov2_backbone",
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+ "class_name": "DINOV2Backbone",
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+ "config": {
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+ "name": "dinov2_backbone",
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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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+ "patch_size": 14,
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+ "num_layers": 12,
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+ "hidden_dim": 384,
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+ "num_heads": 6,
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+ "intermediate_dim": 1536,
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+ "layer_scale_init_value": 1.0,
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+ "num_register_tokens": 0,
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+ "use_mask_token": true,
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+ "use_swiglu_ffn": false,
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+ "dropout_rate": 0.0,
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+ "drop_path_rate": 0.0,
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+ "image_shape": [
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+ 518,
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+ 518,
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+ 3
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+ ],
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+ "position_embedding_shape": [
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+ 518,
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+ 518
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+ ],
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+ "antialias_in_interpolation": false,
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+ "apply_layernorm": true
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+ },
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+ "registered_name": "keras_hub>DINOV2Backbone"
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+ },
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+ "reassemble_factors": [
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+ 4,
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+ 2,
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+ 1,
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+ 0.5
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+ ],
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+ "neck_hidden_dims": [
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+ 48,
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+ 96,
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+ 192,
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+ 384
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+ ],
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+ "fusion_hidden_dim": 64,
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+ "head_hidden_dim": 32,
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+ "head_in_index": -1,
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+ "feature_keys": [
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+ "stage3",
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+ "stage6",
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+ "stage9",
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+ "stage12"
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+ ]
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+ },
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+ "registered_name": "keras_hub>DepthAnythingBackbone"
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+ }
image_converter.json ADDED
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+ {
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+ "module": "keras_hub.src.models.depth_anything.depth_anything_image_converter",
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+ "class_name": "DepthAnythingImageConverter",
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+ "config": {
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+ "name": "depth_anything_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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+ 518,
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+ 518
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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": "bicubic",
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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>DepthAnythingImageConverter"
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+ }
metadata.json ADDED
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+ {
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+ "keras_version": "3.10.0",
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+ "keras_hub_version": "0.23.0.dev0",
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+ "parameter_count": 25311169,
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+ "date_saved": "2025-09-26@21:58:59",
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+ "tasks": [
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+ "DepthEstimator"
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+ ]
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+ }
model.weights.h5 ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:7367dabc7e0e28512aea7d94f845dba542e4bdd88142debf580cc98c8d683b49
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+ size 102051640