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| import gradio as gr | |
| import ObjCharRec | |
| from deep_translator import GoogleTranslator | |
| import markdown as md | |
| import translate_speak | |
| import base64 | |
| langs_list = GoogleTranslator().get_supported_languages() | |
| langs_dict = GoogleTranslator().get_supported_languages(as_dict=True) | |
| def encode_image(image_path): | |
| with open(image_path, "rb") as image_file: | |
| return base64.b64encode(image_file.read()).decode('utf-8') | |
| # Encode the images | |
| github_logo_encoded = encode_image("Images/github-logo.png") | |
| linkedin_logo_encoded = encode_image("Images/linkedin-logo.png") | |
| website_logo_encoded = encode_image("Images/ai-logo.png") | |
| usecase_img_encoded = encode_image("Images/UML/Usecase.png") | |
| class_img_encoded = encode_image("Images/UML/class.png") | |
| object_img_encoded = encode_image("Images/UML/object.png") | |
| sequence_img_encoded = encode_image("Images/UML/sequence.png") | |
| component_img_encoded = encode_image("Images/UML/component.png") | |
| colab_img_encoded = encode_image("Images/UML/colab.png") | |
| activity_img_encoded = encode_image("Images/UML/activity.png") | |
| with gr.Blocks(theme=gr.themes.Ocean(font=[gr.themes.GoogleFont("Noto Sans")]), css='footer {visibility: hidden}') as main_interface: | |
| gr.Markdown("# Welcome to The Linguistic Lens 👓🗣️") | |
| with gr.Tabs(): | |
| with gr.TabItem("Intro"): | |
| gr.HTML(md.description) | |
| gr.HTML(md.usecase_diagram.format(usecase_img_encoded)) | |
| gr.HTML(md.class_diagram.format(class_img_encoded)) | |
| gr.HTML(md.object_diagram.format(object_img_encoded)) | |
| gr.HTML(md.sequence_diagram.format(sequence_img_encoded)) | |
| gr.HTML(md.colab_diagram.format(colab_img_encoded)) | |
| gr.HTML(md.activity_diagram.format(activity_img_encoded)) | |
| gr.HTML(md.component_diagram.format(component_img_encoded)) | |
| with gr.TabItem("⭐Translator"): | |
| with gr.Row(): | |
| with gr.Column(): | |
| with gr.Row(): | |
| image_input = gr.Image(label="Upload Image") | |
| with gr.Row(): | |
| clear_btn = gr.ClearButton() | |
| submit_btn = gr.Button("Submit") | |
| with gr.Column(): | |
| with gr.Row(): | |
| output_text = gr.Text(label="Output") | |
| audio_out = gr.Audio(label="Streamed Audio") | |
| lang_drop = gr.Dropdown(langs_dict, label="language", interactive=True) | |
| translate_btn = gr.Button("Translate") | |
| with gr.Row(): | |
| translated_txt = gr.Text(label="translated text") | |
| translated_out = gr.Audio(label="Streamed Audio") | |
| submit_btn.click(fn=ObjCharRec.ocr_with_paddle, inputs=image_input, outputs=[output_text, audio_out]) | |
| translate_btn.click(fn=translate_speak.translate_txt, inputs=[lang_drop, output_text], | |
| outputs=[translated_txt, translated_out]) | |
| clear_btn.click(lambda: [None] * 5, outputs=[image_input, output_text, translated_txt, translated_out, audio_out]) | |
| with gr.TabItem("Simple OCR"): | |
| gr.Markdown("Paddle OCR") | |
| with gr.Row(): | |
| with gr.Column(): | |
| image_input = gr.Image(label="Upload Image") | |
| with gr.Row(): | |
| clear_btn = gr.ClearButton() | |
| submit_btn = gr.Button("Submit") | |
| output_text = gr.Text(label="Output") | |
| submit_btn.click(fn=ObjCharRec.ocr_with_paddle, inputs=image_input, outputs=output_text) | |
| clear_btn.click(lambda :[None]*2, outputs=[image_input, output_text]) | |
| gr.HTML(md.footer.format(github_logo_encoded, linkedin_logo_encoded, website_logo_encoded)) | |
| # gr.Markdown(md.footer.format(github_logo_encoded, linkedin_logo_encoded, website_logo_encoded)) | |
| if __name__ == "__main__": | |
| main_interface.launch() | |