{ "_commit_hash": "480370a8aeeed9fc8d78837b4e94e5f936fe73f2", "_name_or_path": "facebook/detr-resnet-50", "activation_dropout": 0.0, "activation_function": "relu", "architectures": [ "DetrForObjectDetection" ], "attention_dropout": 0.0, "auxiliary_loss": false, "backbone": "resnet50", "backbone_config": 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": { "1": "Actinia mandelae", "2": "encrusting algae", "3": "Arthrocardia sp.", "4": "Champia lumbricalis", "5": "Cladophora sp", "6": "Ecklonia maxima", "7": "Gunnerea capensis", "8": "Nothogenia ovalis", "9": "Porphyra spp.", "10": "Leptophytum foveatum", "11": "Ulva spp.", "12": "Burnupena catarrhacta", "13": "Burnupena cincta", "14": "Scutellastra cochlear", "15": "Cymbula granatina", "16": "Helcion pectunculus", "17": "Nucella cingulata", "18": "Oxystele tigrina", "19": "Oxystele variegata", "20": "Parvulastra exigua", "21": "Scutellastra argenvillei", "22": "Scutellastra barbara", "23": "Scutellastra granularis", "24": "Siphonaria capensis", "25": "Black crust", "26": "Pink crust", "27": "Mytilus Galloprovincialis", "28": "Gelidium reptans", "29": "Brown algae", "30": "Bryopsis sp.", "31": "Chitons", "32": "Chthamalus dentatus", "33": "Hildenbrandia sp.", "34": "Octomeris angulosa", "35": "Sponges", "36": "Tetraclita serrata", "37": "upright coralline algae", "38": "Perna perna", "39": "Hypnea specifera", "40": "Jania spp.", "41": "Gelidium pristoides", "42": "Sargassum incisifolium", "43": "Saccostrea cuccullata", "44": "Helcion concolor", "45": "Oxystele tabularis", "46": "Pomatoleius kraussii", "47": "Fissurella sp.", "48": "Mazaella capensis", "49": "Sea anemones", "50": "Iyengaria stellara", "51": "Gelidium sp.", "52": "Mytilis galloprovincialis", "53": "Scutellastra longicosta", "54": "Burnupena lagenaria", "55": "Colpomenia sinuosa", "56": "Siphonaria serrata", "57": "Anthopleura michaelseni", "58": "Aulactinia reynaudi", "59": "Aulocamya ater", "60": "Chaetomorpha sp.", "61": "Laminaria pallida", "62": "Helcion dunkeri", "63": "Gigartina polycarpa", "64": "Red crust", "65": "Splachnidium rugosum", "66": "Mytilus galloprovincialis", "67": "Siphonaria spp", "68": "Oxystele sinensis", "69": "Oxystele variegata/impervia", "70": "Gigartina bracteata", "71": "Pachymenia orbitosa" }, "init_std": 0.02, "init_xavier_std": 1.0, "is_encoder_decoder": true, "label2id": { "Actinia mandelae": 1, "Anthopleura michaelseni": 57, "Arthrocardia sp.": 3, "Aulactinia reynaudi": 58, "Aulocamya ater": 59, "Black crust": 25, "Brown algae": 29, "Bryopsis sp.": 30, "Burnupena catarrhacta": 12, "Burnupena cincta": 13, "Burnupena lagenaria": 54, "Chaetomorpha sp.": 60, "Champia lumbricalis": 4, "Chitons": 31, "Chthamalus dentatus": 32, "Cladophora sp": 5, "Colpomenia sinuosa": 55, "Cymbula granatina": 15, "Ecklonia maxima": 6, "Fissurella sp.": 47, "Gelidium pristoides": 41, "Gelidium reptans": 28, "Gelidium sp.": 51, "Gigartina bracteata": 70, "Gigartina polycarpa": 63, "Gunnerea capensis": 7, "Helcion concolor": 44, "Helcion dunkeri": 62, "Helcion pectunculus": 16, "Hildenbrandia sp.": 33, "Hypnea specifera": 39, "Iyengaria stellara": 50, "Jania spp.": 40, "Laminaria pallida": 61, "Leptophytum foveatum": 10, "Mazaella capensis": 48, "Mytilis galloprovincialis": 52, "Mytilus Galloprovincialis": 27, "Mytilus galloprovincialis": 66, "Nothogenia ovalis": 8, "Nucella cingulata": 17, "Octomeris angulosa": 34, "Oxystele sinensis": 68, "Oxystele tabularis": 45, "Oxystele tigrina": 18, "Oxystele variegata": 19, "Oxystele variegata/impervia": 69, "Pachymenia orbitosa": 71, "Parvulastra exigua": 20, "Perna perna": 38, "Pink crust": 26, "Pomatoleius kraussii": 46, "Porphyra spp.": 9, "Red crust": 64, "Saccostrea cuccullata": 43, "Sargassum incisifolium": 42, "Scutellastra argenvillei": 21, "Scutellastra barbara": 22, "Scutellastra cochlear": 14, "Scutellastra granularis": 23, "Scutellastra longicosta": 53, "Sea anemones": 49, "Siphonaria spp": 67, "Siphonaria capensis": 24, "Siphonaria serrata": 56, "Splachnidium rugosum": 65, "Sponges": 35, "Tetraclita serrata": 36, "Ulva spp.": 11, "encrusting algae": 2, "upright coralline algae": 37 }, "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": "4.7.0.dev0", "use_pretrained_backbone": true, "use_timm_backbone": true }