Instructions to use s1pitz/convnext-tiny-finetuned-indoherb-split with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use s1pitz/convnext-tiny-finetuned-indoherb-split with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="s1pitz/convnext-tiny-finetuned-indoherb-split") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")# Load model directly from transformers import AutoImageProcessor, AutoModelForImageClassification processor = AutoImageProcessor.from_pretrained("s1pitz/convnext-tiny-finetuned-indoherb-split") model = AutoModelForImageClassification.from_pretrained("s1pitz/convnext-tiny-finetuned-indoherb-split", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "architectures": [ | |
| "ConvNextForImageClassification" | |
| ], | |
| "depths": [ | |
| 3, | |
| 3, | |
| 9, | |
| 3 | |
| ], | |
| "drop_path_rate": 0.0, | |
| "dtype": "float32", | |
| "hidden_act": "gelu", | |
| "hidden_sizes": [ | |
| 96, | |
| 192, | |
| 384, | |
| 768 | |
| ], | |
| "id2label": { | |
| "0": "Abelmoschus Esculentus (Okra)", | |
| "1": "Acorus Calamus (Dlingo)", | |
| "2": "Aloe Vera (Lidah Buaya)", | |
| "3": "Alstonia Scholaris (Pulai)", | |
| "4": "Amaranthus Spinosus (Bayam Duri)", | |
| "5": "Andrographis Paniculata (Sambiloto)", | |
| "6": "Annona Muricata (Sirsak)", | |
| "7": "Annona Squamosa (Srikaya)", | |
| "8": "Anredera Cordifolia (Binahong)", | |
| "9": "Apium Graveolens (Seledri)", | |
| "10": "Artocarpus Heterophyllus (Nangka Mini)", | |
| "11": "Artocarpus Integer (Nangka Cempedak)", | |
| "12": "Averrhoa Bilimbi (Belimbing Wuluh)", | |
| "13": "Blumea Balsamifera (Sembung)", | |
| "14": "Borreria Hispida (Gempur Batu)", | |
| "15": "Caesalpinia Sappan L (Secang)", | |
| "16": "Caladium Cicolor (Keladi)", | |
| "17": "Calendula Officinalis (Marigold)", | |
| "18": "Canangium Odoratum (Kenanga)", | |
| "19": "Catharanthus Roseus (Tapak Dara)", | |
| "20": "Celosia Cristata (Jengger Ayam)", | |
| "21": "Centella Asiatica (Pegagan)", | |
| "22": "Cestrum Nocturnum (Sedap Malam)", | |
| "23": "Chrysopogon Zizanioides (Akar Wangi)", | |
| "24": "Citrus Amblycarpa (Jeruk Limau)", | |
| "25": "Clinalanthus Nutans (Dandang Gendis)", | |
| "26": "Clitoria Ternatea (Kembang Telang)", | |
| "27": "Crinum Asiaticum (Bakung Putih)", | |
| "28": "Curcuma Domestica (Kunyit)", | |
| "29": "Cyclea Barbata (Cincau Hijau)", | |
| "30": "Cymbopogon Nardus (Serai)", | |
| "31": "Derris Elliptica (Tuba)", | |
| "32": "Desmodium Triquitrum (Daun Duduk)", | |
| "33": "Dioscorea Hispida (Gadung)", | |
| "34": "Eleutherine Americana (Bawang Dayak)", | |
| "35": "Euodia Suaveolens (Zodia)", | |
| "36": "Eupatorium Triplinerve (Prasman)", | |
| "37": "Euphorbia Tirucalli (Patah Tulang)", | |
| "38": "Euphoria Longan (Kelengkeng)", | |
| "39": "Ficus Carica (Tin)", | |
| "40": "Ficus Septica (Awar-Awar)", | |
| "41": "Graptophyllum Pictum (Daun Ungu)", | |
| "42": "Gynura Segetum (Daun Dewa)", | |
| "43": "Hibiscus Rosa-sinensis (Kembang Sepatu)", | |
| "44": "Hibiscus Sabdariffa (Rosela)", | |
| "45": "Houttoynia Cordata (Amis-Amisan)", | |
| "46": "Hydrocotyle Sibthorpioides (Semanggi Gunung)", | |
| "47": "Impatiens Balsamina (Pacar Air)", | |
| "48": "Isotoma Longiflora (Ki Tolod)", | |
| "49": "Jasminum Sambac (Melati)", | |
| "50": "Jatropa Multifida (Betadin)", | |
| "51": "Kaempferia Galanga (Kencur)", | |
| "52": "Melaleuca Leucadendra (Kayu Putih)", | |
| "53": "Melia Azedarach (Mindi)", | |
| "54": "Melissa officinalis (Lemon Balm)", | |
| "55": "Michelia Alba (Kembang Kantil)", | |
| "56": "Mirabilis Jalapa (Bunga Pukul Empat)", | |
| "57": "Morinda Citrifolia (Mengkudu)", | |
| "58": "Morus Alba (Murbei)", | |
| "59": "Muraya Paniculata (Kemuning)", | |
| "60": "Murraya Koenigii (Daun Kari)", | |
| "61": "Nepeta Cataria (Catnip)", | |
| "62": "Nothopanax Scutellarium (Mangkokan)", | |
| "63": "Ocimum Americanum (Selasih)", | |
| "64": "Ocimum Basilicum (Kemangi)", | |
| "65": "Olea Europaea (Zaitun)", | |
| "66": "Orthosiphon Spicatus (Kumis Kucing)", | |
| "67": "Pandanus Amaryllifolius (Pandan)", | |
| "68": "Parameria Laevigata (Kayu Rapet)", | |
| "69": "Peperomia Pellucida (Suruhan)", | |
| "70": "Phaleria Macrocarpa (Mahkota Dewa)", | |
| "71": "Physalis Angulata (Ceplukan)", | |
| "72": "Phytolacca Americana (Mrico Kepyar)", | |
| "73": "Piper Betle (Sirih)", | |
| "74": "Piper Sarmentosum (Cabean)", | |
| "75": "Plectranthus Scutellarioides (Miana)", | |
| "76": "Pleomele Angustifolia (Suji)", | |
| "77": "Pluchea Indica (Beluntas)", | |
| "78": "Plumbago Zeylanica (Daun Encok)", | |
| "79": "Pogostemon Cablin (Nilam)", | |
| "80": "Pouteria Caimito (Abiu)", | |
| "81": "Prunus Domestica (Plum)", | |
| "82": "Psidium Guajava (Jambu Biji)", | |
| "83": "Pyrus Communis (Pir)", | |
| "84": "Raulvolvia Serpentina (Pule Pandak)", | |
| "85": "Ricinus Communis (Jarak)", | |
| "86": "Rosmarinus Officinalis (Rosemary)", | |
| "87": "Ruellia Tuberosa (Ceplikan)", | |
| "88": "Ruta Angustifolia (Inggu)", | |
| "89": "Selaginella Doederleinii (Paku Rane)", | |
| "90": "Syzygium Polyanthum (Salam)", | |
| "91": "Talinum Triangulare (Som Jawa)", | |
| "92": "Tinospora Cordifolia (Brotowali)", | |
| "93": "Tithonia Diversifolia (Daun Insulin)", | |
| "94": "Typhonium Flagelliforme (Keladi Tikus)", | |
| "95": "Vitex Trifolia (Legundi)", | |
| "96": "Zephyranthes Candida (Lili Hujan Putih)", | |
| "97": "Zingiber Officinale (Jahe)", | |
| "98": "Zingiber Zerumbet (Lempuyang Gajah)", | |
| "99": "Ziziphus mauritiana Lam. (Bidara)" | |
| }, | |
| "image_size": 224, | |
| "initializer_range": 0.02, | |
| "label2id": { | |
| "Abelmoschus Esculentus (Okra)": 0, | |
| "Acorus Calamus (Dlingo)": 1, | |
| "Aloe Vera (Lidah Buaya)": 2, | |
| "Alstonia Scholaris (Pulai)": 3, | |
| "Amaranthus Spinosus (Bayam Duri)": 4, | |
| "Andrographis Paniculata (Sambiloto)": 5, | |
| "Annona Muricata (Sirsak)": 6, | |
| "Annona Squamosa (Srikaya)": 7, | |
| "Anredera Cordifolia (Binahong)": 8, | |
| "Apium Graveolens (Seledri)": 9, | |
| "Artocarpus Heterophyllus (Nangka Mini)": 10, | |
| "Artocarpus Integer (Nangka Cempedak)": 11, | |
| "Averrhoa Bilimbi (Belimbing Wuluh)": 12, | |
| "Blumea Balsamifera (Sembung)": 13, | |
| "Borreria Hispida (Gempur Batu)": 14, | |
| "Caesalpinia Sappan L (Secang)": 15, | |
| "Caladium Cicolor (Keladi)": 16, | |
| "Calendula Officinalis (Marigold)": 17, | |
| "Canangium Odoratum (Kenanga)": 18, | |
| "Catharanthus Roseus (Tapak Dara)": 19, | |
| "Celosia Cristata (Jengger Ayam)": 20, | |
| "Centella Asiatica (Pegagan)": 21, | |
| "Cestrum Nocturnum (Sedap Malam)": 22, | |
| "Chrysopogon Zizanioides (Akar Wangi)": 23, | |
| "Citrus Amblycarpa (Jeruk Limau)": 24, | |
| "Clinalanthus Nutans (Dandang Gendis)": 25, | |
| "Clitoria Ternatea (Kembang Telang)": 26, | |
| "Crinum Asiaticum (Bakung Putih)": 27, | |
| "Curcuma Domestica (Kunyit)": 28, | |
| "Cyclea Barbata (Cincau Hijau)": 29, | |
| "Cymbopogon Nardus (Serai)": 30, | |
| "Derris Elliptica (Tuba)": 31, | |
| "Desmodium Triquitrum (Daun Duduk)": 32, | |
| "Dioscorea Hispida (Gadung)": 33, | |
| "Eleutherine Americana (Bawang Dayak)": 34, | |
| "Euodia Suaveolens (Zodia)": 35, | |
| "Eupatorium Triplinerve (Prasman)": 36, | |
| "Euphorbia Tirucalli (Patah Tulang)": 37, | |
| "Euphoria Longan (Kelengkeng)": 38, | |
| "Ficus Carica (Tin)": 39, | |
| "Ficus Septica (Awar-Awar)": 40, | |
| "Graptophyllum Pictum (Daun Ungu)": 41, | |
| "Gynura Segetum (Daun Dewa)": 42, | |
| "Hibiscus Rosa-sinensis (Kembang Sepatu)": 43, | |
| "Hibiscus Sabdariffa (Rosela)": 44, | |
| "Houttoynia Cordata (Amis-Amisan)": 45, | |
| "Hydrocotyle Sibthorpioides (Semanggi Gunung)": 46, | |
| "Impatiens Balsamina (Pacar Air)": 47, | |
| "Isotoma Longiflora (Ki Tolod)": 48, | |
| "Jasminum Sambac (Melati)": 49, | |
| "Jatropa Multifida (Betadin)": 50, | |
| "Kaempferia Galanga (Kencur)": 51, | |
| "Melaleuca Leucadendra (Kayu Putih)": 52, | |
| "Melia Azedarach (Mindi)": 53, | |
| "Melissa officinalis (Lemon Balm)": 54, | |
| "Michelia Alba (Kembang Kantil)": 55, | |
| "Mirabilis Jalapa (Bunga Pukul Empat)": 56, | |
| "Morinda Citrifolia (Mengkudu)": 57, | |
| "Morus Alba (Murbei)": 58, | |
| "Muraya Paniculata (Kemuning)": 59, | |
| "Murraya Koenigii (Daun Kari)": 60, | |
| "Nepeta Cataria (Catnip)": 61, | |
| "Nothopanax Scutellarium (Mangkokan)": 62, | |
| "Ocimum Americanum (Selasih)": 63, | |
| "Ocimum Basilicum (Kemangi)": 64, | |
| "Olea Europaea (Zaitun)": 65, | |
| "Orthosiphon Spicatus (Kumis Kucing)": 66, | |
| "Pandanus Amaryllifolius (Pandan)": 67, | |
| "Parameria Laevigata (Kayu Rapet)": 68, | |
| "Peperomia Pellucida (Suruhan)": 69, | |
| "Phaleria Macrocarpa (Mahkota Dewa)": 70, | |
| "Physalis Angulata (Ceplukan)": 71, | |
| "Phytolacca Americana (Mrico Kepyar)": 72, | |
| "Piper Betle (Sirih)": 73, | |
| "Piper Sarmentosum (Cabean)": 74, | |
| "Plectranthus Scutellarioides (Miana)": 75, | |
| "Pleomele Angustifolia (Suji)": 76, | |
| "Pluchea Indica (Beluntas)": 77, | |
| "Plumbago Zeylanica (Daun Encok)": 78, | |
| "Pogostemon Cablin (Nilam)": 79, | |
| "Pouteria Caimito (Abiu)": 80, | |
| "Prunus Domestica (Plum)": 81, | |
| "Psidium Guajava (Jambu Biji)": 82, | |
| "Pyrus Communis (Pir)": 83, | |
| "Raulvolvia Serpentina (Pule Pandak)": 84, | |
| "Ricinus Communis (Jarak)": 85, | |
| "Rosmarinus Officinalis (Rosemary)": 86, | |
| "Ruellia Tuberosa (Ceplikan)": 87, | |
| "Ruta Angustifolia (Inggu)": 88, | |
| "Selaginella Doederleinii (Paku Rane)": 89, | |
| "Syzygium Polyanthum (Salam)": 90, | |
| "Talinum Triangulare (Som Jawa)": 91, | |
| "Tinospora Cordifolia (Brotowali)": 92, | |
| "Tithonia Diversifolia (Daun Insulin)": 93, | |
| "Typhonium Flagelliforme (Keladi Tikus)": 94, | |
| "Vitex Trifolia (Legundi)": 95, | |
| "Zephyranthes Candida (Lili Hujan Putih)": 96, | |
| "Zingiber Officinale (Jahe)": 97, | |
| "Zingiber Zerumbet (Lempuyang Gajah)": 98, | |
| "Ziziphus mauritiana Lam. (Bidara)": 99 | |
| }, | |
| "layer_norm_eps": 1e-12, | |
| "layer_scale_init_value": 1e-06, | |
| "model_type": "convnext", | |
| "num_channels": 3, | |
| "num_stages": 4, | |
| "out_features": [ | |
| "stage4" | |
| ], | |
| "out_indices": [ | |
| 4 | |
| ], | |
| "patch_size": 4, | |
| "problem_type": "single_label_classification", | |
| "stage_names": [ | |
| "stem", | |
| "stage1", | |
| "stage2", | |
| "stage3", | |
| "stage4" | |
| ], | |
| "transformers_version": "4.57.1" | |
| } | |