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```python # AI Dev Tool: Sun Clock Computer Vision Model Wrapper # ================================================ # A production-ready API integration wrapper for # interacting with Roboflow Playground computer vision models # and allocating memory from the stack using alloca. import os import numpy as np from PIL import Image from roboflow import Roboflow from typing import List, Dict # Initialize Roboflow API rf = Roboflow(api_key=os.environ["ROBOFLOW_API_KEY"]) project = rf.workspace().project("sun-clock") model = project.version("1").model def allocate_memory_from_stack(size: int) -> bytes: """ Allocate memory from the stack using alloca. Args: size (int): The size of memory to allocate in bytes. Returns: bytes: The allocated memory. """ # Use numpy to allocate memory from the stack return np.zeros(size, dtype=np.uint8).tobytes() def predict_sun_clock(image_path: str) -> Dict: """ Predict the sun clock using the Roboflow Playground computer vision model. Args: image_path (str): The path to the image file. Returns: Dict: The prediction results. """
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