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
File size: 9,189 Bytes
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"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"
}
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