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{ |
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"_commit_hash": "480370a8aeeed9fc8d78837b4e94e5f936fe73f2", |
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"_name_or_path": "facebook/detr-resnet-50", |
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"activation_dropout": 0.0, |
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"activation_function": "relu", |
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"architectures": [ |
|
"DetrForObjectDetection" |
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], |
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"attention_dropout": 0.0, |
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"auxiliary_loss": false, |
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"backbone": "resnet50", |
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"backbone_config": null, |
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"bbox_cost": 5, |
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"bbox_loss_coefficient": 5, |
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"class_cost": 1, |
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"classifier_dropout": 0.0, |
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"d_model": 256, |
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"decoder_attention_heads": 8, |
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"decoder_ffn_dim": 2048, |
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"decoder_layerdrop": 0.0, |
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"decoder_layers": 6, |
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"dice_loss_coefficient": 1, |
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"dilation": false, |
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"dropout": 0.1, |
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"encoder_attention_heads": 8, |
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"encoder_ffn_dim": 2048, |
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"encoder_layerdrop": 0.0, |
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"encoder_layers": 6, |
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"eos_coefficient": 0.1, |
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"giou_cost": 2, |
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"giou_loss_coefficient": 2, |
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"id2label": { |
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"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" |
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}, |
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"init_std": 0.02, |
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"init_xavier_std": 1.0, |
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"is_encoder_decoder": true, |
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"label2id": { |
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"Actinia mandelae": 1, |
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"Anthopleura michaelseni": 57, |
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"Arthrocardia sp.": 3, |
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"Aulactinia reynaudi": 58, |
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"Aulocamya ater": 59, |
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"Black crust": 25, |
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"Brown algae": 29, |
|
"Bryopsis sp.": 30, |
|
"Burnupena catarrhacta": 12, |
|
"Burnupena cincta": 13, |
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"Burnupena lagenaria": 54, |
|
"Chaetomorpha sp.": 60, |
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"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, |
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"Gelidium reptans": 28, |
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"Gelidium sp.": 51, |
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"Gigartina bracteata": 70, |
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"Gigartina polycarpa": 63, |
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"Gunnerea capensis": 7, |
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"Helcion concolor": 44, |
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"Helcion dunkeri": 62, |
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"Helcion pectunculus": 16, |
|
"Hildenbrandia sp.": 33, |
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"Hypnea specifera": 39, |
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"Iyengaria stellara": 50, |
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"Jania spp.": 40, |
|
"Laminaria pallida": 61, |
|
"Leptophytum foveatum": 10, |
|
"Mazaella capensis": 48, |
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"Mytilis galloprovincialis": 52, |
|
"Mytilus Galloprovincialis": 27, |
|
"Mytilus galloprovincialis": 66, |
|
"Nothogenia ovalis": 8, |
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"Nucella cingulata": 17, |
|
"Octomeris angulosa": 34, |
|
"Oxystele sinensis": 68, |
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"Oxystele tabularis": 45, |
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"Oxystele tigrina": 18, |
|
"Oxystele variegata": 19, |
|
"Oxystele variegata/impervia": 69, |
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"Pachymenia orbitosa": 71, |
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"Parvulastra exigua": 20, |
|
"Perna perna": 38, |
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"Pink crust": 26, |
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"Pomatoleius kraussii": 46, |
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"Porphyra spp.": 9, |
|
"Red crust": 64, |
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"Saccostrea cuccullata": 43, |
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"Sargassum incisifolium": 42, |
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"Scutellastra argenvillei": 21, |
|
"Scutellastra barbara": 22, |
|
"Scutellastra cochlear": 14, |
|
"Scutellastra granularis": 23, |
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"Scutellastra longicosta": 53, |
|
"Sea anemones": 49, |
|
"Siphonaria spp": 67, |
|
"Siphonaria capensis": 24, |
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"Siphonaria serrata": 56, |
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"Splachnidium rugosum": 65, |
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"Sponges": 35, |
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"Tetraclita serrata": 36, |
|
"Ulva spp.": 11, |
|
"encrusting algae": 2, |
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"upright coralline algae": 37 |
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}, |
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"mask_loss_coefficient": 1, |
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"max_position_embeddings": 1024, |
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"model_type": "detr", |
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"num_channels": 3, |
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"num_hidden_layers": 6, |
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"num_queries": 100, |
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"position_embedding_type": "sine", |
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"scale_embedding": false, |
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"torch_dtype": "float32", |
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"transformers_version": "4.7.0.dev0", |
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"use_pretrained_backbone": true, |
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"use_timm_backbone": true |
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} |
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|