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| GRADIO_TITLE = "Langues Guesser based on Name" | |
| GRADIO_DESCRIPTION = ''' | |
| This is a self-learning project which replicates the [pytorch tutorial](https://pytorch.org/tutorials/intermediate/char_rnn_classification_tutorial.html) with modifications. | |
| Kindly see [my GitHub: you may speak](https://github.com/LunaticMaestro/-NLP-_you_may_speak) readme to checkout the modifications. | |
| Model Trained for names on following languages: ['Korean 🇰🇷', 'Portuguese 🇵🇹', 'Dutch 🇳🇱', 'Italian 🇮🇹', 'German 🇩🇪', 'Scottish 🏴\U000e0067\U000e0062\U000e0073\U000e0063\U000e0074\U000e007f', 'Vietnamese 🇻🇳', 'French 🇫🇷', 'English 🇬🇧', 'Arabic 🇲🇦', 'Irish 🇮🇪', 'Chinese 🇨🇳', 'Japanese 🇯🇵', 'Russian 🇷🇺', 'Polish 🇵🇱', 'Czech 🇨🇿', 'Spanish 🇪🇸', 'Greek 🇬🇷'] | |
| ''' | |
| import gradio as gr | |
| from z_modelops import NameToLanguages | |
| from z_inference import setup_inference, infer_lang | |
| model, labels = setup_inference() | |
| def get_langauge(name): | |
| langugages = infer_lang(name, model, labels) | |
| language_flags = { | |
| "Korean": "\U0001F1F0\U0001F1F7", # South Korea | |
| "Portuguese": "\U0001F1F5\U0001F1F9", # Portugal | |
| "Dutch": "\U0001F1F3\U0001F1F1", # Netherlands | |
| "Italian": "\U0001F1EE\U0001F1F9", # Italy | |
| "German": "\U0001F1E9\U0001F1EA", # Germany | |
| "Scottish": "\U0001F3F4\U000E0067\U000E0062\U000E0073\U000E0063\U000E0074\U000E007F", # Scotland (flag sequence) | |
| "Vietnamese": "\U0001F1FB\U0001F1F3", # Vietnam | |
| "French": "\U0001F1EB\U0001F1F7", # France | |
| "English": "\U0001F1EC\U0001F1E7", # England (flag sequence) | |
| "Arabic": "\U0001F1F2\U0001F1E6", # UAE (commonly associated with Arabic) | |
| "Irish": "\U0001F1EE\U0001F1EA", # Ireland | |
| "Chinese": "\U0001F1E8\U0001F1F3", # China | |
| "Japanese": "\U0001F1EF\U0001F1F5", # Japan | |
| "Russian": "\U0001F1F7\U0001F1FA", # Russia | |
| "Polish": "\U0001F1F5\U0001F1F1", # Poland | |
| "Czech": "\U0001F1E8\U0001F1FF", # Czech Republic | |
| "Spanish": "\U0001F1EA\U0001F1F8", # Spain | |
| "Greek": "\U0001F1EC\U0001F1F7" # Greece | |
| } | |
| return '\n'.join([lang + " " + language_flags[lang] for lang in langugages]) | |
| input_textbox = gr.Textbox(label="Your Name", placeholder="Naifeh", max_lines=1) | |
| demo = gr.Interface( | |
| fn=get_langauge, | |
| inputs=input_textbox , | |
| outputs=gr.Label(label="You may speak"), | |
| title=GRADIO_TITLE, | |
| description=GRADIO_DESCRIPTION | |
| ) | |
| demo.launch(debug=True) |