Upload ConvNextForImageClassification

README.md

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+---
+library_name: transformers
+tags: []
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]

config.json

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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"
+}

model.safetensors

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