| { | |
| "module": "keras_hub.src.models.depth_anything.depth_anything_backbone", | |
| "class_name": "DepthAnythingBackbone", | |
| "config": { | |
| "name": "depth_anything_backbone", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "DTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null | |
| }, | |
| "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": null | |
| }, | |
| "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" | |
| }, | |
| "reassemble_factors": [ | |
| 4, | |
| 2, | |
| 1, | |
| 0.5 | |
| ], | |
| "neck_hidden_dims": [ | |
| 48, | |
| 96, | |
| 192, | |
| 384 | |
| ], | |
| "fusion_hidden_dim": 64, | |
| "head_hidden_dim": 32, | |
| "head_in_index": -1, | |
| "feature_keys": [ | |
| "stage3", | |
| "stage6", | |
| "stage9", | |
| "stage12" | |
| ] | |
| }, | |
| "registered_name": "keras_hub>DepthAnythingBackbone" | |
| } |