Instructions to use dkrak737/sunshine-plants-convnext-384 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- timm
How to use dkrak737/sunshine-plants-convnext-384 with timm:
import timm model = timm.create_model("hf-hub:dkrak737/sunshine-plants-convnext-384", pretrained=True) - Notebooks
- Google Colab
- Kaggle
Download labels.json from dkrak737/sunshine-plants-convnext-384: direct link, hf CLI and curl.
- Browser
- Download file 7.46 kB
-
https://huggingface.co/dkrak737/sunshine-plants-convnext-384/resolve/main/labels.json
- Command line
-
hf download hf://dkrak737/sunshine-plants-convnext-384/labels.json
-
curl -L -o labels.json https://huggingface.co/dkrak737/sunshine-plants-convnext-384/resolve/main/labels.json
7.46 kB
| { | |
| "id2label": { | |
| "0": "Adenium_obesum", | |
| "1": "Adiantum_raddianum", | |
| "2": "Allium_fistulosum", | |
| "3": "Alocasia_micholitziana_Frydek", | |
| "4": "Alocasia_odora", | |
| "5": "Aloe_Vera", | |
| "6": "Anthurium_andraeanum", | |
| "7": "Araucaria_heterophylla", | |
| "8": "Ardisia_japonica", | |
| "9": "Argyranthemum_frutescens", | |
| "10": "Asparagus_densiflorus_Myers", | |
| "11": "Asplenium_nidus", | |
| "12": "Begonia_maculata", | |
| "13": "Breynia_disticha", | |
| "14": "Caladium_bicolor", | |
| "15": "Camellia_japonica", | |
| "16": "Chamaedorea_elegans", | |
| "17": "Chlorophytum_comosum_Vittatum", | |
| "18": "Citrus_limon", | |
| "19": "Clivia_miniata", | |
| "20": "Clusia_rosea", | |
| "21": "Codiaeum_variegatum", | |
| "22": "Coffea_arabica", | |
| "23": "Crassula_ovata", | |
| "24": "Ctenanthe_Amagris", | |
| "25": "Cupressus_macrocarpa_Goldcrest", | |
| "26": "Curio_rowleyanus", | |
| "27": "Cytisus_scoparius", | |
| "28": "Daphne_odora", | |
| "29": "Dianthus_caryophyllus", | |
| "30": "Dieffenbachia_seguine", | |
| "31": "Dracaena_angolensis", | |
| "32": "Dracaena_draco", | |
| "33": "Dracaena_fragrans", | |
| "34": "Dracaena_fragrans_Compacta", | |
| "35": "Dracaena_sanderiana", | |
| "36": "Dracaena_trifasciata", | |
| "37": "Dypsis_lutescens", | |
| "38": "Epipremnum_aureum", | |
| "39": "Eucalyptus_polyanthemos_gunnii", | |
| "40": "Euphorbia_milii", | |
| "41": "Ficus_benghalensis", | |
| "42": "Ficus_benjamina", | |
| "43": "Ficus_elastica", | |
| "44": "Ficus_lyrata", | |
| "45": "Ficus_microcarpa_Ginseng", | |
| "46": "Ficus_pumila", | |
| "47": "Fittonia_albivenis_Pink_Star", | |
| "48": "Gardenia_jasminoides", | |
| "49": "Goeppertia_ornata_orbifolia", | |
| "50": "Haworthia_cooperi", | |
| "51": "Hedera_helix", | |
| "52": "Helianthus_annuus_Teddy_Bear", | |
| "53": "Heptapleurum_arboricola", | |
| "54": "Heteropanax_fragrans", | |
| "55": "Howea_forsteriana", | |
| "56": "Hoya_carnosa", | |
| "57": "Hoya_kerrii", | |
| "58": "Humata_tyermanii", | |
| "59": "Hydrangea_macrophylla", | |
| "60": "Hydrocotyle_vulgaris", | |
| "61": "Kalanchoe_blossfeldiana", | |
| "62": "Lactuca_sativa", | |
| "63": "Lithops", | |
| "64": "Melissa_officinalis", | |
| "65": "Mentha_piperita_suaveolens", | |
| "66": "Monstera_adansonii", | |
| "67": "Monstera_deliciosa", | |
| "68": "Muehlenbeckia_complexa", | |
| "69": "Murraya_paniculata", | |
| "70": "Myrtillocactus_geometrizans", | |
| "71": "Nandina_domestica", | |
| "72": "Nephrolepis_exaltata_cordifolia", | |
| "73": "Ocimum_basilicum", | |
| "74": "Olea_europaea", | |
| "75": "Opuntia_microdasys", | |
| "76": "Oxalis_triangularis", | |
| "77": "Pachira_aquatica", | |
| "78": "Pelargonium_hortorum_vancouver", | |
| "79": "Peperomia_argyreia", | |
| "80": "Peperomia_rotundifolia", | |
| "81": "Perilla_frutescens", | |
| "82": "Persea_americana", | |
| "83": "Phalaenopsis", | |
| "84": "Philodendron_Birkin", | |
| "85": "Philodendron_Rojo_Congo", | |
| "86": "Philodendron_billietiae", | |
| "87": "Philodendron_gloriosum", | |
| "88": "Philodendron_hederaceum_Micans", | |
| "89": "Philodendron_mayoi", | |
| "90": "Philodendron_tortum", | |
| "91": "Pilea_peperomioides", | |
| "92": "Platycerium_bifurcatum", | |
| "93": "Polyscias_fruticosa", | |
| "94": "Portulacaria_afra", | |
| "95": "Radermachera_sinica", | |
| "96": "Rhapis_excelsa", | |
| "97": "Rosa_David_Austin", | |
| "98": "Rosa_chinensis_minima", | |
| "99": "Salvia_rosmarinus", | |
| "100": "Schlumbergera_truncata", | |
| "101": "Scindapsus_pictus_Argyraeus", | |
| "102": "Selenicereus_anthonyanus", | |
| "103": "Solanum_lycopersicum_cerasiforme", | |
| "104": "Sophora_prostrata_Little_Baby", | |
| "105": "Spathiphyllum_wallisii", | |
| "106": "Strelitzia_nicolai", | |
| "107": "Strelitzia_reginae", | |
| "108": "Syngonium_podophyllum", | |
| "109": "Tillandsia_ionantha", | |
| "110": "Tillandsia_usneoides", | |
| "111": "Trachelospermum_asiaticum", | |
| "112": "Zamioculcas_zamiifolia" | |
| }, | |
| "label2id": { | |
| "Adenium_obesum": 0, | |
| "Adiantum_raddianum": 1, | |
| "Allium_fistulosum": 2, | |
| "Alocasia_micholitziana_Frydek": 3, | |
| "Alocasia_odora": 4, | |
| "Aloe_Vera": 5, | |
| "Anthurium_andraeanum": 6, | |
| "Araucaria_heterophylla": 7, | |
| "Ardisia_japonica": 8, | |
| "Argyranthemum_frutescens": 9, | |
| "Asparagus_densiflorus_Myers": 10, | |
| "Asplenium_nidus": 11, | |
| "Begonia_maculata": 12, | |
| "Breynia_disticha": 13, | |
| "Caladium_bicolor": 14, | |
| "Camellia_japonica": 15, | |
| "Chamaedorea_elegans": 16, | |
| "Chlorophytum_comosum_Vittatum": 17, | |
| "Citrus_limon": 18, | |
| "Clivia_miniata": 19, | |
| "Clusia_rosea": 20, | |
| "Codiaeum_variegatum": 21, | |
| "Coffea_arabica": 22, | |
| "Crassula_ovata": 23, | |
| "Ctenanthe_Amagris": 24, | |
| "Cupressus_macrocarpa_Goldcrest": 25, | |
| "Curio_rowleyanus": 26, | |
| "Cytisus_scoparius": 27, | |
| "Daphne_odora": 28, | |
| "Dianthus_caryophyllus": 29, | |
| "Dieffenbachia_seguine": 30, | |
| "Dracaena_angolensis": 31, | |
| "Dracaena_draco": 32, | |
| "Dracaena_fragrans": 33, | |
| "Dracaena_fragrans_Compacta": 34, | |
| "Dracaena_sanderiana": 35, | |
| "Dracaena_trifasciata": 36, | |
| "Dypsis_lutescens": 37, | |
| "Epipremnum_aureum": 38, | |
| "Eucalyptus_polyanthemos_gunnii": 39, | |
| "Euphorbia_milii": 40, | |
| "Ficus_benghalensis": 41, | |
| "Ficus_benjamina": 42, | |
| "Ficus_elastica": 43, | |
| "Ficus_lyrata": 44, | |
| "Ficus_microcarpa_Ginseng": 45, | |
| "Ficus_pumila": 46, | |
| "Fittonia_albivenis_Pink_Star": 47, | |
| "Gardenia_jasminoides": 48, | |
| "Goeppertia_ornata_orbifolia": 49, | |
| "Haworthia_cooperi": 50, | |
| "Hedera_helix": 51, | |
| "Helianthus_annuus_Teddy_Bear": 52, | |
| "Heptapleurum_arboricola": 53, | |
| "Heteropanax_fragrans": 54, | |
| "Howea_forsteriana": 55, | |
| "Hoya_carnosa": 56, | |
| "Hoya_kerrii": 57, | |
| "Humata_tyermanii": 58, | |
| "Hydrangea_macrophylla": 59, | |
| "Hydrocotyle_vulgaris": 60, | |
| "Kalanchoe_blossfeldiana": 61, | |
| "Lactuca_sativa": 62, | |
| "Lithops": 63, | |
| "Melissa_officinalis": 64, | |
| "Mentha_piperita_suaveolens": 65, | |
| "Monstera_adansonii": 66, | |
| "Monstera_deliciosa": 67, | |
| "Muehlenbeckia_complexa": 68, | |
| "Murraya_paniculata": 69, | |
| "Myrtillocactus_geometrizans": 70, | |
| "Nandina_domestica": 71, | |
| "Nephrolepis_exaltata_cordifolia": 72, | |
| "Ocimum_basilicum": 73, | |
| "Olea_europaea": 74, | |
| "Opuntia_microdasys": 75, | |
| "Oxalis_triangularis": 76, | |
| "Pachira_aquatica": 77, | |
| "Pelargonium_hortorum_vancouver": 78, | |
| "Peperomia_argyreia": 79, | |
| "Peperomia_rotundifolia": 80, | |
| "Perilla_frutescens": 81, | |
| "Persea_americana": 82, | |
| "Phalaenopsis": 83, | |
| "Philodendron_Birkin": 84, | |
| "Philodendron_Rojo_Congo": 85, | |
| "Philodendron_billietiae": 86, | |
| "Philodendron_gloriosum": 87, | |
| "Philodendron_hederaceum_Micans": 88, | |
| "Philodendron_mayoi": 89, | |
| "Philodendron_tortum": 90, | |
| "Pilea_peperomioides": 91, | |
| "Platycerium_bifurcatum": 92, | |
| "Polyscias_fruticosa": 93, | |
| "Portulacaria_afra": 94, | |
| "Radermachera_sinica": 95, | |
| "Rhapis_excelsa": 96, | |
| "Rosa_David_Austin": 97, | |
| "Rosa_chinensis_minima": 98, | |
| "Salvia_rosmarinus": 99, | |
| "Schlumbergera_truncata": 100, | |
| "Scindapsus_pictus_Argyraeus": 101, | |
| "Selenicereus_anthonyanus": 102, | |
| "Solanum_lycopersicum_cerasiforme": 103, | |
| "Sophora_prostrata_Little_Baby": 104, | |
| "Spathiphyllum_wallisii": 105, | |
| "Strelitzia_nicolai": 106, | |
| "Strelitzia_reginae": 107, | |
| "Syngonium_podophyllum": 108, | |
| "Tillandsia_ionantha": 109, | |
| "Tillandsia_usneoides": 110, | |
| "Trachelospermum_asiaticum": 111, | |
| "Zamioculcas_zamiifolia": 112 | |
| }, | |
| "num_classes": 113, | |
| "img_size": 384, | |
| "model_name": "convnext_base.fb_in22k_ft_in1k", | |
| "best_val_acc": 0.9404695360536612 | |
| } |