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| import matplotlib.pyplot as plt | |
| import torch, torchvision, clip, random | |
| import random, math, time, os | |
| from PIL import Image | |
| import gradio as gr | |
| import numpy as np | |
| from sentence import * | |
| from game import * | |
| ##### Initialize new game | |
| title, _,_,var_dict = new_game(None, None, first_game=True) | |
| var_dict["start_time"] = -1 | |
| ##### Display & Events | |
| demo = gr.Blocks() | |
| with demo: | |
| ### All game variables are stored here | |
| variables = gr.Variable(var_dict) | |
| ### Target Sentence | |
| title = gr.HTML(title) | |
| ### Canvas & Prediction | |
| with gr.Column(): | |
| with gr.Row(): | |
| image_input = gr.Image(image_mode='L', label="", show_label=False, source='canvas', shape=None, streaming=False, invert_colors=False, tool="editor") | |
| with gr.Column(): | |
| html_pred = gr.HTML(value=getHTML(var_dict,"")) | |
| html_loading = gr.HTML("") | |
| ### 'New Sentence' Button | |
| with gr.Row(): | |
| button_new = gr.Button("New Sentence",variant="primary") | |
| button_mode = gr.Button("Switch Difficulty") | |
| block = gr.HTML("<div style=\"width:50vw;\"> </div>") | |
| ### Informations | |
| gr.HTML("<div style=\"display:block; height:30px;\"> </div>") | |
| with gr.Row(): | |
| gr.HTML("<div style=\"display:block; position:relative; bottom:10%; border-top: 1px solid grey; padding:10px; \"><span style=\"font-size:30px;\">✏️</span><span style=\"font-size:40px; font-weight:bold;\">CLIPictionary!</span><br>Draw to make the model guess the target sentence displayed at the top!<br>Made by <a href=\"https://yoann-lemesle.notion.site/Yoann-Lemesle-63b8120764284794b275d2967be710da\" style=\"text-decoration: underline;\">Yoann Lemesle</a> using OpenAI's <a href=\"https://github.com/openai/CLIP\" style=\"text-decoration: underline;\">CLIP model</a>.</div>") | |
| ### Events | |
| button_mode.click(switch_difficulty,inputs=[variables,html_loading],outputs=[variables,title,html_pred,html_loading]) | |
| button_new.click(loading,inputs=html_loading,outputs=[title,html_pred,html_loading]) # Button -> triggers Loading | |
| html_loading.change(new_game,inputs=[variables,html_loading],outputs=[title,html_pred,image_input,variables]) # Loading -> triggers New game | |
| image_input.change(process_img, inputs=[variables,image_input,title], outputs=[html_pred,title,variables]) | |
| demo.launch(share=False) | |