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Delete Methods.py
Browse files- Methods.py +0 -66
Methods.py
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from PIL import Image
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import torch
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import numpy as np
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import tempfile
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import os
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import uuid
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# function to plot and save an AgentImage
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def plot_and_save_agent_image(agent_image, save_path=None):
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# Convert AgentImage to a raw PIL Image
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pil_image = agent_image.to_raw()
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# Plot the image using PIL's show method
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pil_image.show()
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# If save_path is provided, save the image
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if save_path:
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pil_image.save(save_path)
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print(f"Image saved to {save_path}")
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else:
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print("No save path provided. Image not saved.")
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def generate_prompts_for_object(object_name):
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prompts = {
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"past": f"Show an old version of a {object_name} from its early days.",
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"present": f"Show a {object_name} with from present with current features/design/technology.",
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"future": f"Show a futuristic version of a {object_name}, by predicting advanced features and futuristic design."
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}
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return prompts
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# Function to generate the car industry history
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def generate_object_history(object_name, agent):
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images = []
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# Get prompts for the object
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prompts = generate_prompts_for_object(object_name)
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# Generate sequential images and display them
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for time_period, frame in prompts.items():
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print(f"Generating {time_period} frame: {frame}")
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result = agent.run(frame) # The tool generates the image
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# Append the image to the list for GIF creation
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images.append(result.to_raw()) # Ensure we're using raw image for GIF
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# Save each image with the appropriate name (past, present, future)
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image_filename = f"{object_name}_{time_period}.png"
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plot_and_save_agent_image(result, save_path=image_filename)
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# Create GIF from images
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gif_path = f"{object_name}_evolution.gif"
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images[0].save(
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gif_path,
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save_all=True,
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append_images=images[1:],
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duration=1000, # Duration in milliseconds for each frame
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loop=0 # Infinite loop
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)
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# Return images and GIF path
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return images, gif_path
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