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Parent(s):
1b4b7ae
Update
Browse files- colab.ipynb +161 -0
colab.ipynb
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"# Import necessary libraries\n",
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"import ipywidgets as widgets\n",
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"from IPython.display import display, clear_output\n",
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"from img_gen_logic import generate_image\n",
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"from config import models, prompts\n",
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"\n",
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"# Dropdown menu for model selection\n",
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"model_dropdown = widgets.Dropdown(\n",
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" options=[(model[\"alias\"], model[\"name\"]) for model in models],\n",
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" description=\"Select Model:\",\n",
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" style={\"description_width\": \"initial\"}\n",
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")\n",
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"\n",
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"# Dropdown menu for prompt selection\n",
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"prompt_dropdown = widgets.Dropdown(\n",
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" options=[(prompt[\"alias\"], prompt[\"text\"]) for prompt in prompts],\n",
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" description=\"Select Prompt:\",\n",
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" style={\"description_width\": \"initial\"}\n",
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")\n",
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"\n",
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"# Dropdown menu for team selection\n",
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"team_dropdown = widgets.Dropdown(\n",
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" options=[\"Red\", \"Blue\"],\n",
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" description=\"Select Team:\",\n",
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" style={\"description_width\": \"initial\"}\n",
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")\n",
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"\n",
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"# Input for height\n",
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"height_input = widgets.IntText(\n",
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" value=360,\n",
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" description=\"Height:\",\n",
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" style={\"description_width\": \"initial\"}\n",
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")\n",
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"\n",
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"# Input for width\n",
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"width_input = widgets.IntText(\n",
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" value=640,\n",
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" description=\"Width:\",\n",
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" style={\"description_width\": \"initial\"}\n",
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")\n",
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"\n",
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"# Input for number of inference steps\n",
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"num_inference_steps_input = widgets.IntSlider(\n",
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" value=20,\n",
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" min=10,\n",
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" max=100,\n",
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" step=1,\n",
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" description=\"Inference Steps:\",\n",
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" style={\"description_width\": \"initial\"}\n",
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")\n",
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"\n",
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"# Input for guidance scale\n",
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"guidance_scale_input = widgets.FloatSlider(\n",
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" value=2,\n",
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" min=1.0,\n",
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" max=20.0,\n",
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" step=0.5,\n",
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" description=\"Guidance Scale:\",\n",
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" style={\"description_width\": \"initial\"}\n",
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")\n",
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"\n",
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"# Input for seed\n",
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"seed_input = widgets.IntText(\n",
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" value=random.randint(0, 1000000),\n",
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" description=\"Seed:\",\n",
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" style={\"description_width\": \"initial\"}\n",
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")\n",
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"\n",
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"# Checkbox to randomize seed\n",
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"randomize_seed_checkbox = widgets.Checkbox(\n",
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" value=True,\n",
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" description=\"Randomize Seed\",\n",
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" style={\"description_width\": \"initial\"}\n",
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")\n",
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"\n",
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"# Text box for custom prompt\n",
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"custom_prompt_input = widgets.Textarea(\n",
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" value=\"\",\n",
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" placeholder=\"Enter your custom prompt (up to 200 characters)...\",\n",
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" description=\"Custom Prompt:\",\n",
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" style={\"description_width\": \"initial\"},\n",
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" layout=widgets.Layout(width=\"500px\", height=\"80px\")\n",
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")\n",
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"\n",
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"# Button to generate image\n",
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"generate_button = widgets.Button(\n",
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" description=\"Generate Image\",\n",
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" button_style=\"success\"\n",
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")\n",
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"\n",
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"# Output area to display the image\n",
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"output = widgets.Output()\n",
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"\n",
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"# Function to handle button click event\n",
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"def on_generate_button_clicked(b):\n",
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" with output:\n",
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" clear_output(wait=True) # Clear previous output\n",
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" selected_prompt = prompt_dropdown.value\n",
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" selected_team = team_dropdown.value\n",
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" selected_model = model_dropdown.value\n",
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" height = height_input.value\n",
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" width = width_input.value\n",
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" num_inference_steps = num_inference_steps_input.value\n",
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" guidance_scale = guidance_scale_input.value\n",
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" seed = seed_input.value\n",
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" custom_prompt = custom_prompt_input.value\n",
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"\n",
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" # Debug: Show selected parameters\n",
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" print(f\"Selected Model: {model_dropdown.label}\")\n",
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" print(f\"Selected Prompt: {prompt_dropdown.label}\")\n",
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" print(f\"Selected Team: {selected_team}\")\n",
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" print(f\"Height: {height}\")\n",
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" print(f\"Width: {width}\")\n",
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" print(f\"Inference Steps: {num_inference_steps}\")\n",
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" print(f\"Guidance Scale: {guidance_scale}\")\n",
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" print(f\"Seed: {seed}\")\n",
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" print(f\"Custom Prompt: {custom_prompt}\")\n",
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"\n",
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" # Generate the image\n",
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" image, message = generate_image(selected_prompt, selected_team, selected_model, height, width, num_inference_steps, guidance_scale, seed, custom_prompt)\n",
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"\n",
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" if isinstance(image, str):\n",
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" print(image)\n",
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" else:\n",
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" # Debug: Indicate that the image is being displayed and saved\n",
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" print(\"Image generated successfully!\")\n",
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" print(\"Displaying image...\")\n",
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"\n",
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" # Display the image in the notebook\n",
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" display(image)\n",
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"\n",
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"# Attach the button click event handler\n",
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"generate_button.on_click(on_generate_button_clicked)\n",
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"\n",
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"# Display the widgets\n",
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"display(prompt_dropdown, team_dropdown, model_dropdown, custom_prompt_input, generate_button, output)"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"name": "python",
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"version": "3.12.0"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 2
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}
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