| { | |
| "num_imgs_per_class": 80, | |
| "models": [ | |
| "13b", | |
| "34b" | |
| ], | |
| "prompts_types": [ | |
| "class_name", | |
| "text", | |
| "contrastive_text", | |
| "visual_text", | |
| "contrastive_visual_text" | |
| ], | |
| "synthetic_images_path": "/local1/VDA/data/INAT/subset_4/synthetic", | |
| "real_images_path": "/local1/VDA/data/INAT/subset_4/train", | |
| "val_images_path": "/local1/VDA/data/INAT/subset_4/val", | |
| "pairs": [ | |
| { | |
| "ground_truth": "Variable Oystercatcher", | |
| "confusing_class": "Surfbird", | |
| "rate_of_error": 0.68, | |
| "ground_truth_full_name": "03386_Animalia_Chordata_Aves_Charadriiformes_Haematopodidae_Haematopus_unicolor", | |
| "confusing_class_full_name": "03470_Animalia_Chordata_Aves_Charadriiformes_Scolopacidae_Calidris_virgata" | |
| }, | |
| { | |
| "ground_truth": "Eurasian Siskin", | |
| "confusing_class": "Yellow-fronted Canary", | |
| "rate_of_error": 0.34, | |
| "ground_truth_full_name": "03837_Animalia_Chordata_Aves_Passeriformes_Fringillidae_Spinus_spinus", | |
| "confusing_class_full_name": "03816_Animalia_Chordata_Aves_Passeriformes_Fringillidae_Crithagra_mozambica" | |
| }, | |
| { | |
| "ground_truth": "Warbling White-eye", | |
| "confusing_class": "Yellow-fronted Canary", | |
| "rate_of_error": 0.4, | |
| "ground_truth_full_name": "04350_Animalia_Chordata_Aves_Passeriformes_Zosteropidae_Zosterops_japonicus", | |
| "confusing_class_full_name": "03816_Animalia_Chordata_Aves_Passeriformes_Fringillidae_Crithagra_mozambica" | |
| }, | |
| { | |
| "ground_truth": "New Zealand Pigeon", | |
| "confusing_class": "Summer Tanager", | |
| "rate_of_error": 0.22, | |
| "ground_truth_full_name": "03524_Animalia_Chordata_Aves_Columbiformes_Columbidae_Hemiphaga_novaeseelandiae", | |
| "confusing_class_full_name": "03726_Animalia_Chordata_Aves_Passeriformes_Cardinalidae_Piranga_rubra" | |
| }, | |
| { | |
| "ground_truth": "Black-necked Stilt", | |
| "confusing_class": "Speckled Teal", | |
| "rate_of_error": 0.26, | |
| "ground_truth_full_name": "03443_Animalia_Chordata_Aves_Charadriiformes_Recurvirostridae_Himantopus_mexicanus", | |
| "confusing_class_full_name": "03197_Animalia_Chordata_Aves_Anseriformes_Anatidae_Anas_flavirostris" | |
| }, | |
| { | |
| "ground_truth": "Brown Shrike", | |
| "confusing_class": "Corn Bunting", | |
| "rate_of_error": 0.4, | |
| "ground_truth_full_name": "03909_Animalia_Chordata_Aves_Passeriformes_Laniidae_Lanius_cristatus", | |
| "confusing_class_full_name": "03787_Animalia_Chordata_Aves_Passeriformes_Emberizidae_Emberiza_calandra" | |
| }, | |
| { | |
| "ground_truth": "Brown Shrike", | |
| "confusing_class": "Pyrrhuloxia", | |
| "rate_of_error": 0.26, | |
| "ground_truth_full_name": "03909_Animalia_Chordata_Aves_Passeriformes_Laniidae_Lanius_cristatus", | |
| "confusing_class_full_name": "03710_Animalia_Chordata_Aves_Passeriformes_Cardinalidae_Cardinalis_sinuatus" | |
| }, | |
| { | |
| "ground_truth": "Wedge-tailed Shearwater", | |
| "confusing_class": "Cackling Goose", | |
| "rate_of_error": 0.3, | |
| "ground_truth_full_name": "04491_Animalia_Chordata_Aves_Procellariiformes_Procellariidae_Ardenna_pacifica", | |
| "confusing_class_full_name": "03227_Animalia_Chordata_Aves_Anseriformes_Anatidae_Branta_hutchinsii" | |
| }, | |
| { | |
| "ground_truth": "Great Reed-Warbler", | |
| "confusing_class": "Corn Bunting", | |
| "rate_of_error": 0.5399999999999999, | |
| "ground_truth_full_name": "03682_Animalia_Chordata_Aves_Passeriformes_Acrocephalidae_Acrocephalus_arundinaceus", | |
| "confusing_class_full_name": "03787_Animalia_Chordata_Aves_Passeriformes_Emberizidae_Emberiza_calandra" | |
| }, | |
| { | |
| "ground_truth": "White-tufted Grebe", | |
| "confusing_class": "Speckled Teal", | |
| "rate_of_error": 0.38, | |
| "ground_truth_full_name": "04482_Animalia_Chordata_Aves_Podicipediformes_Podicipedidae_Rollandia_rolland", | |
| "confusing_class_full_name": "03197_Animalia_Chordata_Aves_Anseriformes_Anatidae_Anas_flavirostris" | |
| }, | |
| { | |
| "ground_truth": "Wire-tailed Swallow", | |
| "confusing_class": "Pyrrhuloxia", | |
| "rate_of_error": 0.4, | |
| "ground_truth_full_name": "03850_Animalia_Chordata_Aves_Passeriformes_Hirundinidae_Hirundo_smithii", | |
| "confusing_class_full_name": "03710_Animalia_Chordata_Aves_Passeriformes_Cardinalidae_Cardinalis_sinuatus" | |
| }, | |
| { | |
| "ground_truth": "Wire-tailed Swallow", | |
| "confusing_class": "Corn Bunting", | |
| "rate_of_error": 0.22, | |
| "ground_truth_full_name": "03850_Animalia_Chordata_Aves_Passeriformes_Hirundinidae_Hirundo_smithii", | |
| "confusing_class_full_name": "03787_Animalia_Chordata_Aves_Passeriformes_Emberizidae_Emberiza_calandra" | |
| }, | |
| { | |
| "ground_truth": "Gal\u00e1pagos Sea Lion", | |
| "confusing_class": "Risso's Dolphin", | |
| "rate_of_error": 0.2399999999999999, | |
| "ground_truth_full_name": "04710_Animalia_Chordata_Mammalia_Carnivora_Otariidae_Zalophus_wollebaeki", | |
| "confusing_class_full_name": "04658_Animalia_Chordata_Mammalia_Artiodactyla_Delphinidae_Grampus_griseus" | |
| }, | |
| { | |
| "ground_truth": "Mexican Free-tailed Bat", | |
| "confusing_class": "Grey-headed Flying-fox", | |
| "rate_of_error": 0.22, | |
| "ground_truth_full_name": "04723_Animalia_Chordata_Mammalia_Chiroptera_Molossidae_Tadarida_brasiliensis", | |
| "confusing_class_full_name": "04725_Animalia_Chordata_Mammalia_Chiroptera_Pteropodidae_Pteropus_poliocephalus" | |
| }, | |
| { | |
| "ground_truth": "Asian Jackal", | |
| "confusing_class": "Domestic Dog", | |
| "rate_of_error": 0.46, | |
| "ground_truth_full_name": "04668_Animalia_Chordata_Mammalia_Carnivora_Canidae_Canis_aureus", | |
| "confusing_class_full_name": "04669_Animalia_Chordata_Mammalia_Carnivora_Canidae_Canis_familiaris" | |
| }, | |
| { | |
| "ground_truth": "Asian Jackal", | |
| "confusing_class": "South American Gray Fox", | |
| "rate_of_error": 0.4, | |
| "ground_truth_full_name": "04668_Animalia_Chordata_Mammalia_Carnivora_Canidae_Canis_aureus", | |
| "confusing_class_full_name": "04674_Animalia_Chordata_Mammalia_Carnivora_Canidae_Lycalopex_griseus" | |
| }, | |
| { | |
| "ground_truth": "Grey-headed Flying-fox", | |
| "confusing_class": "Mexican Free-tailed Bat", | |
| "rate_of_error": 0.36, | |
| "ground_truth_full_name": "04725_Animalia_Chordata_Mammalia_Chiroptera_Pteropodidae_Pteropus_poliocephalus", | |
| "confusing_class_full_name": "04723_Animalia_Chordata_Mammalia_Chiroptera_Molossidae_Tadarida_brasiliensis" | |
| }, | |
| { | |
| "ground_truth": "Sunda Flying Lemur", | |
| "confusing_class": "Grey-headed Flying-fox", | |
| "rate_of_error": 0.3, | |
| "ground_truth_full_name": "04732_Animalia_Chordata_Mammalia_Dermoptera_Cynocephalidae_Galeopterus_variegatus", | |
| "confusing_class_full_name": "04725_Animalia_Chordata_Mammalia_Chiroptera_Pteropodidae_Pteropus_poliocephalus" | |
| }, | |
| { | |
| "ground_truth": "Domestic Sheep", | |
| "confusing_class": "White-tailed Deer", | |
| "rate_of_error": 0.3, | |
| "ground_truth_full_name": "04634_Animalia_Chordata_Mammalia_Artiodactyla_Bovidae_Ovis_aries", | |
| "confusing_class_full_name": "04654_Animalia_Chordata_Mammalia_Artiodactyla_Cervidae_Odocoileus_virginianus" | |
| }, | |
| { | |
| "ground_truth": "Star-nosed Mole", | |
| "confusing_class": "Hispid Cotton Rat", | |
| "rate_of_error": 0.34, | |
| "ground_truth_full_name": "04748_Animalia_Chordata_Mammalia_Eulipotyphla_Talpidae_Condylura_cristata", | |
| "confusing_class_full_name": "04806_Animalia_Chordata_Mammalia_Rodentia_Cricetidae_Sigmodon_hispidus" | |
| } | |
| ] | |
| } |