Instructions to use dchen0/font-classifier with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use dchen0/font-classifier with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="dchen0/font-classifier") 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("dchen0/font-classifier") model = AutoModelForImageClassification.from_pretrained("dchen0/font-classifier") - Notebooks
- Google Colab
- Kaggle
| { | |
| "apply_layernorm": true, | |
| "architectures": [ | |
| "Dinov2ForImageClassification" | |
| ], | |
| "attention_probs_dropout_prob": 0.0, | |
| "drop_path_rate": 0.0, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.0, | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "Inter-Italic_Medium_Italic", | |
| "1": "Poppins-ThinItalic", | |
| "2": "Inter_Medium", | |
| "3": "Roboto_Condensed_Regular", | |
| "4": "Inter_Regular", | |
| "5": "InstrumentSans_Medium", | |
| "6": "Inter-Italic_Black_Italic", | |
| "7": "Gluten_Light", | |
| "8": "Roboto_Thin", | |
| "9": "Poppins-SemiBold", | |
| "10": "Roboto_Bold", | |
| "11": "Roboto_Condensed_Light", | |
| "12": "InstrumentSans-Italic_Italic", | |
| "13": "Roboto_Condensed_ExtraBold", | |
| "14": "Roboto-Italic_Condensed_Black_Italic", | |
| "15": "LibreCaslonText_SemiBold", | |
| "16": "Poppins-BoldItalic", | |
| "17": "InstrumentSans-Italic_SemiBold_Italic", | |
| "18": "Roboto-Italic_Light_Italic", | |
| "19": "Gluten_Black", | |
| "20": "Roboto_Medium", | |
| "21": "Gluten_ExtraBold", | |
| "22": "Inter_SemiBold", | |
| "23": "LibreCaslonText-Italic_Bold_Italic", | |
| "24": "InstrumentSerif-Regular", | |
| "25": "Roboto_Condensed_Black", | |
| "26": "Roboto_Regular", | |
| "27": "Poppins-Black", | |
| "28": "Poppins-ExtraBoldItalic", | |
| "29": "Roboto-Italic_Condensed_ExtraBold_Italic", | |
| "30": "InstrumentSans-Italic_Medium_Italic", | |
| "31": "PinyonScript-Regular", | |
| "32": "Poppins-Medium", | |
| "33": "Poppins-Italic", | |
| "34": "LibreCaslonText_Bold", | |
| "35": "Gluten_SemiBold", | |
| "36": "MeowScript-Regular", | |
| "37": "LibreCaslonText_Regular", | |
| "38": "Poppins-Light", | |
| "39": "LibreCaslonText_Medium", | |
| "40": "Roboto-Italic_ExtraLight_Italic", | |
| "41": "Roboto_Condensed_ExtraLight", | |
| "42": "InstrumentSans_Regular", | |
| "43": "Poppins-MediumItalic", | |
| "44": "Poppins-ExtraLightItalic", | |
| "45": "Gluten_Medium", | |
| "46": "Gluten_Bold", | |
| "47": "Roboto_Black", | |
| "48": "Roboto_SemiBold", | |
| "49": "Gluten_Thin", | |
| "50": "Roboto_Condensed_Medium", | |
| "51": "Poppins-SemiBoldItalic", | |
| "52": "Roboto-Italic_Condensed_SemiBold_Italic", | |
| "53": "Inter-Italic_Thin_Italic", | |
| "54": "Inter-Italic_Bold_Italic", | |
| "55": "Roboto-Italic_Condensed_Thin_Italic", | |
| "56": "Roboto-Italic_Condensed_Bold_Italic", | |
| "57": "Roboto-Italic_Condensed_Medium_Italic", | |
| "58": "InstrumentSans_SemiBold", | |
| "59": "Roboto_Light", | |
| "60": "Inter-Italic_Italic", | |
| "61": "Roboto-Italic_ExtraBold_Italic", | |
| "62": "LibreCaslonText-Italic_SemiBold_Italic", | |
| "63": "Inter-Italic_SemiBold_Italic", | |
| "64": "Poppins-Thin", | |
| "65": "Roboto-Italic_Medium_Italic", | |
| "66": "Roboto-Italic_Bold_Italic", | |
| "67": "Roboto-Italic_Thin_Italic", | |
| "68": "Poppins-Bold", | |
| "69": "PatrickHand-Regular", | |
| "70": "Inter_Bold", | |
| "71": "Inter_Thin", | |
| "72": "Roboto-Italic_Italic", | |
| "73": "InstrumentSans-Italic_Bold_Italic", | |
| "74": "Poppins-BlackItalic", | |
| "75": "Inter-Italic_ExtraBold_Italic", | |
| "76": "Gluten_Regular", | |
| "77": "Poppins-ExtraBold", | |
| "78": "Roboto_Condensed_Thin", | |
| "79": "InstrumentSerif-Italic", | |
| "80": "Poppins-Regular", | |
| "81": "Roboto_Condensed_Bold", | |
| "82": "Roboto-Italic_SemiBold_Italic", | |
| "83": "Roboto_Condensed_SemiBold", | |
| "84": "Inter-Italic_Light_Italic", | |
| "85": "Poppins-ExtraLight", | |
| "86": "Roboto_ExtraBold", | |
| "87": "Inter_Light", | |
| "88": "Roboto_ExtraLight", | |
| "89": "Inter_ExtraLight", | |
| "90": "Roboto-Italic_Condensed_ExtraLight_Italic", | |
| "91": "Roboto-Italic_Condensed_Light_Italic", | |
| "92": "LibreCaslonText-Italic_Italic", | |
| "93": "Poppins-LightItalic", | |
| "94": "LibreCaslonText-Italic_Medium_Italic", | |
| "95": "Gluten_ExtraLight", | |
| "96": "Roboto-Italic_Black_Italic", | |
| "97": "Inter_ExtraBold", | |
| "98": "InstrumentSans_Bold", | |
| "99": "Inter_Black", | |
| "100": "Roboto-Italic_Condensed_Italic", | |
| "101": "Inter-Italic_ExtraLight_Italic" | |
| }, | |
| "image_size": 518, | |
| "initializer_range": 0.02, | |
| "label2id": { | |
| "Gluten_Black": 19, | |
| "Gluten_Bold": 46, | |
| "Gluten_ExtraBold": 21, | |
| "Gluten_ExtraLight": 95, | |
| "Gluten_Light": 7, | |
| "Gluten_Medium": 45, | |
| "Gluten_Regular": 76, | |
| "Gluten_SemiBold": 35, | |
| "Gluten_Thin": 49, | |
| "InstrumentSans-Italic_Bold_Italic": 73, | |
| "InstrumentSans-Italic_Italic": 12, | |
| "InstrumentSans-Italic_Medium_Italic": 30, | |
| "InstrumentSans-Italic_SemiBold_Italic": 17, | |
| "InstrumentSans_Bold": 98, | |
| "InstrumentSans_Medium": 5, | |
| "InstrumentSans_Regular": 42, | |
| "InstrumentSans_SemiBold": 58, | |
| "InstrumentSerif-Italic": 79, | |
| "InstrumentSerif-Regular": 24, | |
| "Inter-Italic_Black_Italic": 6, | |
| "Inter-Italic_Bold_Italic": 54, | |
| "Inter-Italic_ExtraBold_Italic": 75, | |
| "Inter-Italic_ExtraLight_Italic": 101, | |
| "Inter-Italic_Italic": 60, | |
| "Inter-Italic_Light_Italic": 84, | |
| "Inter-Italic_Medium_Italic": 0, | |
| "Inter-Italic_SemiBold_Italic": 63, | |
| "Inter-Italic_Thin_Italic": 53, | |
| "Inter_Black": 99, | |
| "Inter_Bold": 70, | |
| "Inter_ExtraBold": 97, | |
| "Inter_ExtraLight": 89, | |
| "Inter_Light": 87, | |
| "Inter_Medium": 2, | |
| "Inter_Regular": 4, | |
| "Inter_SemiBold": 22, | |
| "Inter_Thin": 71, | |
| "LibreCaslonText-Italic_Bold_Italic": 23, | |
| "LibreCaslonText-Italic_Italic": 92, | |
| "LibreCaslonText-Italic_Medium_Italic": 94, | |
| "LibreCaslonText-Italic_SemiBold_Italic": 62, | |
| "LibreCaslonText_Bold": 34, | |
| "LibreCaslonText_Medium": 39, | |
| "LibreCaslonText_Regular": 37, | |
| "LibreCaslonText_SemiBold": 15, | |
| "MeowScript-Regular": 36, | |
| "PatrickHand-Regular": 69, | |
| "PinyonScript-Regular": 31, | |
| "Poppins-Black": 27, | |
| "Poppins-BlackItalic": 74, | |
| "Poppins-Bold": 68, | |
| "Poppins-BoldItalic": 16, | |
| "Poppins-ExtraBold": 77, | |
| "Poppins-ExtraBoldItalic": 28, | |
| "Poppins-ExtraLight": 85, | |
| "Poppins-ExtraLightItalic": 44, | |
| "Poppins-Italic": 33, | |
| "Poppins-Light": 38, | |
| "Poppins-LightItalic": 93, | |
| "Poppins-Medium": 32, | |
| "Poppins-MediumItalic": 43, | |
| "Poppins-Regular": 80, | |
| "Poppins-SemiBold": 9, | |
| "Poppins-SemiBoldItalic": 51, | |
| "Poppins-Thin": 64, | |
| "Poppins-ThinItalic": 1, | |
| "Roboto-Italic_Black_Italic": 96, | |
| "Roboto-Italic_Bold_Italic": 66, | |
| "Roboto-Italic_Condensed_Black_Italic": 14, | |
| "Roboto-Italic_Condensed_Bold_Italic": 56, | |
| "Roboto-Italic_Condensed_ExtraBold_Italic": 29, | |
| "Roboto-Italic_Condensed_ExtraLight_Italic": 90, | |
| "Roboto-Italic_Condensed_Italic": 100, | |
| "Roboto-Italic_Condensed_Light_Italic": 91, | |
| "Roboto-Italic_Condensed_Medium_Italic": 57, | |
| "Roboto-Italic_Condensed_SemiBold_Italic": 52, | |
| "Roboto-Italic_Condensed_Thin_Italic": 55, | |
| "Roboto-Italic_ExtraBold_Italic": 61, | |
| "Roboto-Italic_ExtraLight_Italic": 40, | |
| "Roboto-Italic_Italic": 72, | |
| "Roboto-Italic_Light_Italic": 18, | |
| "Roboto-Italic_Medium_Italic": 65, | |
| "Roboto-Italic_SemiBold_Italic": 82, | |
| "Roboto-Italic_Thin_Italic": 67, | |
| "Roboto_Black": 47, | |
| "Roboto_Bold": 10, | |
| "Roboto_Condensed_Black": 25, | |
| "Roboto_Condensed_Bold": 81, | |
| "Roboto_Condensed_ExtraBold": 13, | |
| "Roboto_Condensed_ExtraLight": 41, | |
| "Roboto_Condensed_Light": 11, | |
| "Roboto_Condensed_Medium": 50, | |
| "Roboto_Condensed_Regular": 3, | |
| "Roboto_Condensed_SemiBold": 83, | |
| "Roboto_Condensed_Thin": 78, | |
| "Roboto_ExtraBold": 86, | |
| "Roboto_ExtraLight": 88, | |
| "Roboto_Light": 59, | |
| "Roboto_Medium": 20, | |
| "Roboto_Regular": 26, | |
| "Roboto_SemiBold": 48, | |
| "Roboto_Thin": 8 | |
| }, | |
| "layer_norm_eps": 1e-06, | |
| "layerscale_value": 1.0, | |
| "mlp_ratio": 4, | |
| "model_type": "dinov2", | |
| "num_attention_heads": 12, | |
| "num_channels": 3, | |
| "num_hidden_layers": 12, | |
| "out_features": [ | |
| "stage12" | |
| ], | |
| "out_indices": [ | |
| 12 | |
| ], | |
| "patch_size": 14, | |
| "pipeline_tag": "image-classification", | |
| "qkv_bias": true, | |
| "reshape_hidden_states": true, | |
| "stage_names": [ | |
| "stem", | |
| "stage1", | |
| "stage2", | |
| "stage3", | |
| "stage4", | |
| "stage5", | |
| "stage6", | |
| "stage7", | |
| "stage8", | |
| "stage9", | |
| "stage10", | |
| "stage11", | |
| "stage12" | |
| ], | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.52.4", | |
| "use_mask_token": true, | |
| "use_swiglu_ffn": false | |
| } | |