Depth Estimation
Transformers
PyTorch
dpt
vision
dinov2
dpt-dinov2-small-nyu / config.json
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{
"_commit_hash": null,
"add_projection": true,
"architectures": [
"DPTForDepthEstimation"
],
"attention_probs_dropout_prob": null,
"auxiliary_loss_weight": 0.4,
"backbone_config": {
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"add_cross_attention": false,
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"architectures": [
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],
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"hidden_act": "gelu",
"hidden_dropout_prob": 0.0,
"hidden_size": 384,
"id2label": {
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"1": "LABEL_1"
},
"image_size": 518,
"initializer_range": 0.02,
"is_decoder": false,
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"label2id": {
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},
"layer_norm_eps": 1e-06,
"layerscale_value": 1.0,
"length_penalty": 1.0,
"max_length": 20,
"min_length": 0,
"mlp_ratio": 4,
"model_type": "dinov2",
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"num_beam_groups": 1,
"num_beams": 1,
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"out_features": [
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"stage9",
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],
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6,
9,
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],
"output_attentions": false,
"output_hidden_states": false,
"output_scores": false,
"pad_token_id": null,
"patch_size": 14,
"prefix": null,
"problem_type": null,
"pruned_heads": {},
"qkv_bias": true,
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"return_dict": true,
"return_dict_in_generate": false,
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"stage_names": [
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"stage1",
"stage2",
"stage3",
"stage4",
"stage5",
"stage6",
"stage7",
"stage8",
"stage9",
"stage10",
"stage11",
"stage12"
],
"suppress_tokens": null,
"task_specific_params": null,
"temperature": 1.0,
"tf_legacy_loss": false,
"tie_encoder_decoder": false,
"tie_word_embeddings": true,
"tokenizer_class": null,
"top_k": 50,
"top_p": 1.0,
"torch_dtype": "float32",
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"transformers_version": "4.35.0.dev0",
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"use_bfloat16": false,
"use_swiglu_ffn": false
},
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"backbone_out_indices": null,
"fusion_hidden_size": 256,
"head_in_index": -1,
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"hidden_size": 768,
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"model_type": "dpt",
"neck_hidden_sizes": [
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96,
192,
384
],
"neck_ignore_stages": [],
"num_attention_heads": null,
"num_channels": null,
"num_hidden_layers": null,
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"readout_type": "project",
"reassemble_factors": [
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"semantic_classifier_dropout": 0.1,
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"torch_dtype": "float32",
"transformers_version": null,
"use_auxiliary_head": true,
"use_batch_norm_in_fusion_residual": false,
"use_bias_in_fusion_residual": false
}