detr-fashionpedia / config.json
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{
"_name_or_path": "facebook/detr-resnet-50",
"activation_dropout": 0.0,
"activation_function": "relu",
"architectures": [
"DetrModel"
],
"attention_dropout": 0.0,
"auxiliary_loss": false,
"backbone": "resnet50",
"backbone_config": null,
"backbone_kwargs": null,
"bbox_cost": 5,
"bbox_loss_coefficient": 5,
"class_cost": 1,
"classifier_dropout": 0.0,
"d_model": 256,
"decoder_attention_heads": 8,
"decoder_ffn_dim": 2048,
"decoder_layerdrop": 0.0,
"decoder_layers": 6,
"dice_loss_coefficient": 1,
"dilation": false,
"dropout": 0.1,
"encoder_attention_heads": 8,
"encoder_ffn_dim": 2048,
"encoder_layerdrop": 0.0,
"encoder_layers": 6,
"eos_coefficient": 0.1,
"giou_cost": 2,
"giou_loss_coefficient": 2,
"id2label": [
"shirt, blouse",
"top, t-shirt, sweatshirt",
"sweater",
"cardigan",
"jacket",
"vest",
"pants",
"shorts",
"skirt",
"coat",
"dress",
"jumpsuit",
"cape",
"glasses",
"hat",
"headband, head covering, hair accessory",
"tie",
"glove",
"watch",
"belt",
"leg warmer",
"tights, stockings",
"sock",
"shoe",
"bag, wallet",
"scarf",
"umbrella",
"hood",
"collar",
"lapel",
"epaulette",
"sleeve",
"pocket",
"neckline",
"buckle",
"zipper",
"applique",
"bead",
"bow",
"flower",
"fringe",
"ribbon",
"rivet",
"ruffle",
"sequin",
"tassel"
],
"init_std": 0.02,
"init_xavier_std": 1.0,
"is_encoder_decoder": true,
"label2id": {
"applique": 36,
"bag, wallet": 24,
"bead": 37,
"belt": 19,
"bow": 38,
"buckle": 34,
"cape": 12,
"cardigan": 3,
"coat": 9,
"collar": 28,
"dress": 10,
"epaulette": 30,
"flower": 39,
"fringe": 40,
"glasses": 13,
"glove": 17,
"hat": 14,
"headband, head covering, hair accessory": 15,
"hood": 27,
"jacket": 4,
"jumpsuit": 11,
"lapel": 29,
"leg warmer": 20,
"neckline": 33,
"pants": 6,
"pocket": 32,
"ribbon": 41,
"rivet": 42,
"ruffle": 43,
"scarf": 25,
"sequin": 44,
"shirt, blouse": 0,
"shoe": 23,
"shorts": 7,
"skirt": 8,
"sleeve": 31,
"sock": 22,
"sweater": 2,
"tassel": 45,
"tie": 16,
"tights, stockings": 21,
"top, t-shirt, sweatshirt": 1,
"umbrella": 26,
"vest": 5,
"watch": 18,
"zipper": 35
},
"mask_loss_coefficient": 1,
"max_position_embeddings": 1024,
"model_type": "detr",
"num_channels": 3,
"num_hidden_layers": 6,
"num_queries": 100,
"position_embedding_type": "sine",
"scale_embedding": false,
"torch_dtype": "float32",
"transformers_version": "4.38.2",
"use_pretrained_backbone": true,
"use_timm_backbone": true
}