Depth Estimation
Transformers
PyTorch
dpt
vision
dinov2
dpt-dinov2-large-nyu / config.json
nielsr's picture
nielsr HF staff
Upload DPTForDepthEstimation
ac00b90
{
"_commit_hash": null,
"add_projection": true,
"architectures": [
"DPTForDepthEstimation"
],
"attention_probs_dropout_prob": null,
"auxiliary_loss_weight": 0.4,
"backbone_config": {
"_name_or_path": "",
"add_cross_attention": false,
"apply_layernorm": false,
"architectures": [
"Dinov2Model"
],
"attention_probs_dropout_prob": 0.0,
"bad_words_ids": null,
"begin_suppress_tokens": null,
"bos_token_id": null,
"chunk_size_feed_forward": 0,
"cross_attention_hidden_size": null,
"decoder_start_token_id": null,
"diversity_penalty": 0.0,
"do_sample": false,
"drop_path_rate": 0.0,
"early_stopping": false,
"encoder_no_repeat_ngram_size": 0,
"eos_token_id": null,
"exponential_decay_length_penalty": null,
"finetuning_task": null,
"forced_bos_token_id": null,
"forced_eos_token_id": null,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.0,
"hidden_size": 1024,
"id2label": {
"0": "LABEL_0",
"1": "LABEL_1"
},
"image_size": 518,
"initializer_range": 0.02,
"is_decoder": false,
"is_encoder_decoder": false,
"label2id": {
"LABEL_0": 0,
"LABEL_1": 1
},
"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",
"no_repeat_ngram_size": 0,
"num_attention_heads": 16,
"num_beam_groups": 1,
"num_beams": 1,
"num_channels": 3,
"num_hidden_layers": 24,
"num_return_sequences": 1,
"out_features": [
"stage5",
"stage12",
"stage18",
"stage24"
],
"out_indices": [
5,
12,
18,
24
],
"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,
"remove_invalid_values": false,
"repetition_penalty": 1.0,
"reshape_hidden_states": false,
"return_dict": true,
"return_dict_in_generate": false,
"sep_token_id": null,
"stage_names": [
"stem",
"stage1",
"stage2",
"stage3",
"stage4",
"stage5",
"stage6",
"stage7",
"stage8",
"stage9",
"stage10",
"stage11",
"stage12",
"stage13",
"stage14",
"stage15",
"stage16",
"stage17",
"stage18",
"stage19",
"stage20",
"stage21",
"stage22",
"stage23",
"stage24"
],
"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",
"torchscript": false,
"transformers_version": "4.35.0.dev0",
"typical_p": 1.0,
"use_bfloat16": false,
"use_swiglu_ffn": false
},
"backbone_featmap_shape": null,
"backbone_out_indices": null,
"fusion_hidden_size": 256,
"head_in_index": -1,
"hidden_act": "gelu",
"hidden_dropout_prob": null,
"hidden_size": 768,
"image_size": null,
"initializer_range": 0.02,
"intermediate_size": null,
"is_hybrid": false,
"layer_norm_eps": null,
"model_type": "dpt",
"neck_hidden_sizes": [
128,
256,
512,
1024
],
"neck_ignore_stages": [],
"num_attention_heads": null,
"num_channels": null,
"num_hidden_layers": null,
"patch_size": null,
"qkv_bias": null,
"readout_type": "project",
"reassemble_factors": [
4,
2,
1,
0.5
],
"semantic_classifier_dropout": 0.1,
"semantic_loss_ignore_index": 255,
"torch_dtype": "float32",
"transformers_version": null,
"use_auxiliary_head": true,
"use_batch_norm_in_fusion_residual": false,
"use_bias_in_fusion_residual": false
}