Instructions to use ebayes/amazonas-fern-latest with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use ebayes/amazonas-fern-latest with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="ebayes/amazonas-fern-latest") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")# pip install -U transformers accelerate # Load model directly from transformers import AutoImageProcessor, AutoModelForImageClassification processor = AutoImageProcessor.from_pretrained("ebayes/amazonas-fern-latest") model = AutoModelForImageClassification.from_pretrained("ebayes/amazonas-fern-latest", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download config.json from ebayes/amazonas-fern-latest: direct link, hf CLI and curl.
- Browser
- Download file 12.8 kB
-
https://huggingface.co/ebayes/amazonas-fern-latest/resolve/main/config.json
- Command line
-
hf download hf://ebayes/amazonas-fern-latest/config.json
-
curl -L -o config.json https://huggingface.co/ebayes/amazonas-fern-latest/resolve/main/config.json
12.8 kB
| { | |
| "_name_or_path": "google/vit-base-patch16-224-in21k", | |
| "architectures": [ | |
| "ViTForImageClassification" | |
| ], | |
| "attention_probs_dropout_prob": 0.0, | |
| "encoder_stride": 16, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.0, | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "Actinostachys_pennula", | |
| "1": "Adiantopsis_radiata", | |
| "2": "Adiantum_adiantoides", | |
| "3": "Adiantum_argutum", | |
| "4": "Adiantum_cajennense", | |
| "5": "Adiantum_decoratum", | |
| "6": "Adiantum_dolosum", | |
| "7": "Adiantum_fuliginosum", | |
| "8": "Adiantum_glaucescens", | |
| "9": "Adiantum_humile", | |
| "10": "Adiantum_leprieurii", | |
| "11": "Adiantum_lucidum", | |
| "12": "Adiantum_macrocladum", | |
| "13": "Adiantum_macrophyllum", | |
| "14": "Adiantum_nudum", | |
| "15": "Adiantum_obliquum", | |
| "16": "Adiantum_paraense", | |
| "17": "Adiantum_petiolatum", | |
| "18": "Adiantum_poeppigianum", | |
| "19": "Adiantum_pulverulentum", | |
| "20": "Adiantum_scalare", | |
| "21": "Adiantum_terminatum", | |
| "22": "Adiantum_tomentosum", | |
| "23": "Adiantum_tuomistoanum", | |
| "24": "Alsophila_cuspidata", | |
| "25": "Amblovenatum_opulentum", | |
| "26": "Ananthacorus_angustifolius", | |
| "27": "Asplenium_angustum", | |
| "28": "Asplenium_auritum", | |
| "29": "Asplenium_cirrhatum", | |
| "30": "Asplenium_claussenii", | |
| "31": "Asplenium_delitescens", | |
| "32": "Asplenium_hallii", | |
| "33": "Asplenium_juglandifolium", | |
| "34": "Asplenium_pearcei", | |
| "35": "Asplenium_serratum", | |
| "36": "Asplenium_stuebelianum", | |
| "37": "Bolbitis_semipinnatifida", | |
| "38": "Campyloneurum_angustifolium", | |
| "39": "Campyloneurum_aphanophlebium", | |
| "40": "Campyloneurum_fuscosquamatum", | |
| "41": "Campyloneurum_phyllitidis", | |
| "42": "Christella_dentata", | |
| "43": "Cnemidaria_ewanii", | |
| "44": "Ctenitis_refulgens", | |
| "45": "Cyathea_andina", | |
| "46": "Cyathea_bradei", | |
| "47": "Cyathea_lasiosora", | |
| "48": "Cyathea_leucolepismata", | |
| "49": "Cyathea_pungens", | |
| "50": "Cyathea_traillii", | |
| "51": "Cyclodium_guianense", | |
| "52": "Cyclodium_inerme", | |
| "53": "Cyclodium_meniscioides", | |
| "54": "Cyclodium_trianae", | |
| "55": "Cyclopeltis_semicordata", | |
| "56": "Danaea_acuminata", | |
| "57": "Danaea_bipinnata", | |
| "58": "Danaea_cartilaginea", | |
| "59": "Danaea_kessleri", | |
| "60": "Danaea_lanceolata", | |
| "61": "Danaea_leprieurii", | |
| "62": "Danaea_nigrescens", | |
| "63": "Danaea_opaca", | |
| "64": "Danaea_simplicifolia", | |
| "65": "Danaea_trifoliata", | |
| "66": "Dennstaedtia_obtusifolia", | |
| "67": "Didymochlaena_truncatula", | |
| "68": "Diplazium_grandifolium", | |
| "69": "Dracoglossum_sinuatum", | |
| "70": "Elaphoglossum_glabellum", | |
| "71": "Elaphoglossum_luridum", | |
| "72": "Elaphoglossum_obovatum", | |
| "73": "Elaphoglossum_raywaense", | |
| "74": "Goniopteris_abrupta", | |
| "75": "Goniopteris_biformata", | |
| "76": "Goniopteris_juruensis", | |
| "77": "Hypoderris_brauniana", | |
| "78": "Lastreopsis_effusa", | |
| "79": "Lindsaea_digitata", | |
| "80": "Lindsaea_divaricata", | |
| "81": "Lindsaea_dubia", | |
| "82": "Lindsaea_falcata", | |
| "83": "Lindsaea_guianensis", | |
| "84": "Lindsaea_hemiglossa", | |
| "85": "Lindsaea_lancea", | |
| "86": "Lindsaea_pallida", | |
| "87": "Lindsaea_portoricensis", | |
| "88": "Lindsaea_schomburgkii", | |
| "89": "Lindsaea_stricta", | |
| "90": "Lindsaea_taeniata", | |
| "91": "Lindsaea_tetraptera", | |
| "92": "Lindsaea_ulei", | |
| "93": "Lomariopsis_fendleri", | |
| "94": "Lomariopsis_japurensis", | |
| "95": "Lomariopsis_latipinna", | |
| "96": "Lomariopsis_nigropaleata", | |
| "97": "Lomariopsis_prieuriana", | |
| "98": "Lygodium_volubile", | |
| "99": "Meniscium_macrophyllum", | |
| "100": "Metaxya_lanosa", | |
| "101": "Metaxya_parkeri", | |
| "102": "Metaxya_rostrata", | |
| "103": "Metaxya_scalaris", | |
| "104": "Mickelia_guianensis", | |
| "105": "Mickelia_lindigii", | |
| "106": "Mickelia_nicotianifolia", | |
| "107": "Mickelia_oligarchica", | |
| "108": "Microgramma_dictyophylla", | |
| "109": "Microgramma_megalophylla", | |
| "110": "Microgramma_percussa", | |
| "111": "Microgramma_reptans", | |
| "112": "Microgramma_thurnii", | |
| "113": "Micropolypodium_nanum", | |
| "114": "Nephrolepis_biserrata", | |
| "115": "Nephrolepis_rivularis", | |
| "116": "Pecluma_hygrometrica", | |
| "117": "Pecluma_pectinata", | |
| "118": "Pecluma_plumula", | |
| "119": "Phlebodium_decumanum", | |
| "120": "Pityrogramma_calomelanos", | |
| "121": "Pleopeltis_bombycina", | |
| "122": "Pleopeltis_desvauxii", | |
| "123": "Polybotrya_caudata", | |
| "124": "Polybotrya_crassirhizoma", | |
| "125": "Polybotrya_fractiserialis", | |
| "126": "Polybotrya_glandulosa", | |
| "127": "Polybotrya_pubens", | |
| "128": "Polybotrya_sessilisora", | |
| "129": "Polytaenium_cajenense", | |
| "130": "Polytaenium_citrifolium", | |
| "131": "Polytaenium_guayanense", | |
| "132": "Pteridium_arachnoideum", | |
| "133": "Pteris_altissima", | |
| "134": "Pteris_propinqua", | |
| "135": "Pteris_pungens", | |
| "136": "Pteris_tripartita", | |
| "137": "Saccoloma_elegans", | |
| "138": "Saccoloma_inaequale", | |
| "139": "Salpichlaena_hookeriana", | |
| "140": "Salpichlaena_hybrida", | |
| "141": "Salpichlaena_papyrus", | |
| "142": "Salpichlaena_volubilis", | |
| "143": "Schizaea_elegans", | |
| "144": "Selaginella_anceps", | |
| "145": "Selaginella_breynii", | |
| "146": "Selaginella_conduplicata", | |
| "147": "Selaginella_exaltata", | |
| "148": "Selaginella_flagellata", | |
| "149": "Selaginella_haematodes", | |
| "150": "Selaginella_lechleri", | |
| "151": "Selaginella_palmiformis", | |
| "152": "Selaginella_parkeri", | |
| "153": "Selaginella_pedata", | |
| "154": "Selaginella_producta", | |
| "155": "Selaginella_revoluta", | |
| "156": "Serpocaulon_adnatum", | |
| "157": "Serpocaulon_caceresii", | |
| "158": "Serpocaulon_dasypleuron", | |
| "159": "Steiropteris_leprieurii", | |
| "160": "Steiropteris_pennellii", | |
| "161": "Tectaria_pilosa", | |
| "162": "Tectaria_pubens", | |
| "163": "Tectaria_vivipara", | |
| "164": "Trichomanes_accedens", | |
| "165": "Trichomanes_ankersii", | |
| "166": "Trichomanes_arbuscula", | |
| "167": "Trichomanes_bicorne", | |
| "168": "Trichomanes_botryoides", | |
| "169": "Trichomanes_collariatum", | |
| "170": "Trichomanes_diversifrons", | |
| "171": "Trichomanes_elegans", | |
| "172": "Trichomanes_hostmannianum", | |
| "173": "Trichomanes_humboldtii", | |
| "174": "Trichomanes_martiusii", | |
| "175": "Trichomanes_pinnatum", | |
| "176": "Trichomanes_polypodioides", | |
| "177": "Trichomanes_spruceanum", | |
| "178": "Trichomanes_trollii", | |
| "179": "Trichomanes_tuerckheimii", | |
| "180": "Trichomanes_vittaria", | |
| "181": "Triplophyllum_dicksonioides", | |
| "182": "Triplophyllum_funestum", | |
| "183": "Triplophyllum_hirsutum" | |
| }, | |
| "image_size": 224, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
| "label2id": { | |
| "Actinostachys_pennula": 0, | |
| "Adiantopsis_radiata": 1, | |
| "Adiantum_adiantoides": 2, | |
| "Adiantum_argutum": 3, | |
| "Adiantum_cajennense": 4, | |
| "Adiantum_decoratum": 5, | |
| "Adiantum_dolosum": 6, | |
| "Adiantum_fuliginosum": 7, | |
| "Adiantum_glaucescens": 8, | |
| "Adiantum_humile": 9, | |
| "Adiantum_leprieurii": 10, | |
| "Adiantum_lucidum": 11, | |
| "Adiantum_macrocladum": 12, | |
| "Adiantum_macrophyllum": 13, | |
| "Adiantum_nudum": 14, | |
| "Adiantum_obliquum": 15, | |
| "Adiantum_paraense": 16, | |
| "Adiantum_petiolatum": 17, | |
| "Adiantum_poeppigianum": 18, | |
| "Adiantum_pulverulentum": 19, | |
| "Adiantum_scalare": 20, | |
| "Adiantum_terminatum": 21, | |
| "Adiantum_tomentosum": 22, | |
| "Adiantum_tuomistoanum": 23, | |
| "Alsophila_cuspidata": 24, | |
| "Amblovenatum_opulentum": 25, | |
| "Ananthacorus_angustifolius": 26, | |
| "Asplenium_angustum": 27, | |
| "Asplenium_auritum": 28, | |
| "Asplenium_cirrhatum": 29, | |
| "Asplenium_claussenii": 30, | |
| "Asplenium_delitescens": 31, | |
| "Asplenium_hallii": 32, | |
| "Asplenium_juglandifolium": 33, | |
| "Asplenium_pearcei": 34, | |
| "Asplenium_serratum": 35, | |
| "Asplenium_stuebelianum": 36, | |
| "Bolbitis_semipinnatifida": 37, | |
| "Campyloneurum_angustifolium": 38, | |
| "Campyloneurum_aphanophlebium": 39, | |
| "Campyloneurum_fuscosquamatum": 40, | |
| "Campyloneurum_phyllitidis": 41, | |
| "Christella_dentata": 42, | |
| "Cnemidaria_ewanii": 43, | |
| "Ctenitis_refulgens": 44, | |
| "Cyathea_andina": 45, | |
| "Cyathea_bradei": 46, | |
| "Cyathea_lasiosora": 47, | |
| "Cyathea_leucolepismata": 48, | |
| "Cyathea_pungens": 49, | |
| "Cyathea_traillii": 50, | |
| "Cyclodium_guianense": 51, | |
| "Cyclodium_inerme": 52, | |
| "Cyclodium_meniscioides": 53, | |
| "Cyclodium_trianae": 54, | |
| "Cyclopeltis_semicordata": 55, | |
| "Danaea_acuminata": 56, | |
| "Danaea_bipinnata": 57, | |
| "Danaea_cartilaginea": 58, | |
| "Danaea_kessleri": 59, | |
| "Danaea_lanceolata": 60, | |
| "Danaea_leprieurii": 61, | |
| "Danaea_nigrescens": 62, | |
| "Danaea_opaca": 63, | |
| "Danaea_simplicifolia": 64, | |
| "Danaea_trifoliata": 65, | |
| "Dennstaedtia_obtusifolia": 66, | |
| "Didymochlaena_truncatula": 67, | |
| "Diplazium_grandifolium": 68, | |
| "Dracoglossum_sinuatum": 69, | |
| "Elaphoglossum_glabellum": 70, | |
| "Elaphoglossum_luridum": 71, | |
| "Elaphoglossum_obovatum": 72, | |
| "Elaphoglossum_raywaense": 73, | |
| "Goniopteris_abrupta": 74, | |
| "Goniopteris_biformata": 75, | |
| "Goniopteris_juruensis": 76, | |
| "Hypoderris_brauniana": 77, | |
| "Lastreopsis_effusa": 78, | |
| "Lindsaea_digitata": 79, | |
| "Lindsaea_divaricata": 80, | |
| "Lindsaea_dubia": 81, | |
| "Lindsaea_falcata": 82, | |
| "Lindsaea_guianensis": 83, | |
| "Lindsaea_hemiglossa": 84, | |
| "Lindsaea_lancea": 85, | |
| "Lindsaea_pallida": 86, | |
| "Lindsaea_portoricensis": 87, | |
| "Lindsaea_schomburgkii": 88, | |
| "Lindsaea_stricta": 89, | |
| "Lindsaea_taeniata": 90, | |
| "Lindsaea_tetraptera": 91, | |
| "Lindsaea_ulei": 92, | |
| "Lomariopsis_fendleri": 93, | |
| "Lomariopsis_japurensis": 94, | |
| "Lomariopsis_latipinna": 95, | |
| "Lomariopsis_nigropaleata": 96, | |
| "Lomariopsis_prieuriana": 97, | |
| "Lygodium_volubile": 98, | |
| "Meniscium_macrophyllum": 99, | |
| "Metaxya_lanosa": 100, | |
| "Metaxya_parkeri": 101, | |
| "Metaxya_rostrata": 102, | |
| "Metaxya_scalaris": 103, | |
| "Mickelia_guianensis": 104, | |
| "Mickelia_lindigii": 105, | |
| "Mickelia_nicotianifolia": 106, | |
| "Mickelia_oligarchica": 107, | |
| "Microgramma_dictyophylla": 108, | |
| "Microgramma_megalophylla": 109, | |
| "Microgramma_percussa": 110, | |
| "Microgramma_reptans": 111, | |
| "Microgramma_thurnii": 112, | |
| "Micropolypodium_nanum": 113, | |
| "Nephrolepis_biserrata": 114, | |
| "Nephrolepis_rivularis": 115, | |
| "Pecluma_hygrometrica": 116, | |
| "Pecluma_pectinata": 117, | |
| "Pecluma_plumula": 118, | |
| "Phlebodium_decumanum": 119, | |
| "Pityrogramma_calomelanos": 120, | |
| "Pleopeltis_bombycina": 121, | |
| "Pleopeltis_desvauxii": 122, | |
| "Polybotrya_caudata": 123, | |
| "Polybotrya_crassirhizoma": 124, | |
| "Polybotrya_fractiserialis": 125, | |
| "Polybotrya_glandulosa": 126, | |
| "Polybotrya_pubens": 127, | |
| "Polybotrya_sessilisora": 128, | |
| "Polytaenium_cajenense": 129, | |
| "Polytaenium_citrifolium": 130, | |
| "Polytaenium_guayanense": 131, | |
| "Pteridium_arachnoideum": 132, | |
| "Pteris_altissima": 133, | |
| "Pteris_propinqua": 134, | |
| "Pteris_pungens": 135, | |
| "Pteris_tripartita": 136, | |
| "Saccoloma_elegans": 137, | |
| "Saccoloma_inaequale": 138, | |
| "Salpichlaena_hookeriana": 139, | |
| "Salpichlaena_hybrida": 140, | |
| "Salpichlaena_papyrus": 141, | |
| "Salpichlaena_volubilis": 142, | |
| "Schizaea_elegans": 143, | |
| "Selaginella_anceps": 144, | |
| "Selaginella_breynii": 145, | |
| "Selaginella_conduplicata": 146, | |
| "Selaginella_exaltata": 147, | |
| "Selaginella_flagellata": 148, | |
| "Selaginella_haematodes": 149, | |
| "Selaginella_lechleri": 150, | |
| "Selaginella_palmiformis": 151, | |
| "Selaginella_parkeri": 152, | |
| "Selaginella_pedata": 153, | |
| "Selaginella_producta": 154, | |
| "Selaginella_revoluta": 155, | |
| "Serpocaulon_adnatum": 156, | |
| "Serpocaulon_caceresii": 157, | |
| "Serpocaulon_dasypleuron": 158, | |
| "Steiropteris_leprieurii": 159, | |
| "Steiropteris_pennellii": 160, | |
| "Tectaria_pilosa": 161, | |
| "Tectaria_pubens": 162, | |
| "Tectaria_vivipara": 163, | |
| "Trichomanes_accedens": 164, | |
| "Trichomanes_ankersii": 165, | |
| "Trichomanes_arbuscula": 166, | |
| "Trichomanes_bicorne": 167, | |
| "Trichomanes_botryoides": 168, | |
| "Trichomanes_collariatum": 169, | |
| "Trichomanes_diversifrons": 170, | |
| "Trichomanes_elegans": 171, | |
| "Trichomanes_hostmannianum": 172, | |
| "Trichomanes_humboldtii": 173, | |
| "Trichomanes_martiusii": 174, | |
| "Trichomanes_pinnatum": 175, | |
| "Trichomanes_polypodioides": 176, | |
| "Trichomanes_spruceanum": 177, | |
| "Trichomanes_trollii": 178, | |
| "Trichomanes_tuerckheimii": 179, | |
| "Trichomanes_vittaria": 180, | |
| "Triplophyllum_dicksonioides": 181, | |
| "Triplophyllum_funestum": 182, | |
| "Triplophyllum_hirsutum": 183 | |
| }, | |
| "layer_norm_eps": 1e-12, | |
| "model_type": "vit", | |
| "num_attention_heads": 12, | |
| "num_channels": 3, | |
| "num_hidden_layers": 12, | |
| "patch_size": 16, | |
| "problem_type": "single_label_classification", | |
| "qkv_bias": true, | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.40.1" | |
| } | |