start pipeline script dynamically calculates absolute paths
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3d-generation-pipeline/models/2025-10-20-16-32-50/0/input.png
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3d-generation-pipeline/models/2025-10-20-16-32-50/0/mesh.glb
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3d-generation-pipeline/models/2025-10-20-16-32-50/0/mesh.glb
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@ -2,6 +2,7 @@ import os
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import base64
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import requests
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import argparse
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from pathlib import Path
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from datetime import datetime
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from dotenv import load_dotenv
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@ -15,7 +16,7 @@ def get_timestamp():
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return datetime.now().strftime("%Y-%m-%d-%H-%M-%S")
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def text_to_image(prompt, output_name):
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def text_to_image(prompt, output_path):
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MODEL = "@cf/black-forest-labs/flux-1-schnell"
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URL = f"https://api.cloudflare.com/client/v4/accounts/{ACCOUNT_ID}/ai/run/{MODEL}"
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@ -38,11 +39,9 @@ def text_to_image(prompt, output_name):
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img_bytes = base64.b64decode(b64)
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out_path = f"images/{output_name}.jpg"
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with open(out_path, "wb") as f:
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with open(output_path, "wb") as f:
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f.write(img_bytes)
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return out_path
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def refine_text_prompt(prompt):
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MODEL = "@cf/meta/llama-3.2-3b-instruct"
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@ -70,7 +69,8 @@ def refine_text_prompt(prompt):
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def image_to_3d(image_path, output_path):
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import subprocess
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MODEL_FOLDER = r"D:\users\henrisel\stable-fast-3d"
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# TODO: make this configurable
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MODEL_FOLDER = r"D:\henrisel\AI-models\stable-fast-3d"
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venv_python = MODEL_FOLDER + r"\.venv\Scripts\python.exe"
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script_path = MODEL_FOLDER + r"\run.py"
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@ -99,11 +99,13 @@ def main():
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print(f"User prompt: {user_prompt}")
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refined_prompt = refine_text_prompt(user_prompt)
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print(f"Refined prompt: {refined_prompt}")
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image_path = text_to_image(refined_prompt, get_timestamp())
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timestamp = get_timestamp()
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image_path = Path.cwd() / "images" / f"{timestamp}.jpg"
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text_to_image(refined_prompt, image_path)
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print(f"Generated image file: {image_path}")
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output_path = r"\models"
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image_to_3d(image_path, output_path)
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print(f"Generated 3D model file: {output_path}")
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model_path = Path.cwd() / "models" / timestamp
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image_to_3d(image_path, model_path)
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print(f"Generated 3D model file: {model_path}")
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if __name__ == "__main__":
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