Image Frames

def __str__(self):
    """
    Returns formatted string with pts, size, and format information
    """

@dataclass
class InputImageRawFrame(ImageRawFrame):
    pass

@dataclass
class OutputImageRawFrame(ImageRawFrame):
    pass

def __str__(self):
    """
    Returns formatted string with pts and number of images
    """

# Basic image frame
image_frame = InputImageRawFrame(
    image=image_bytes,
    size=(640, 480),
    format="jpeg"
)

# User profile image
user_image = UserImageRawFrame(
    image=profile_image_bytes,
    size=(256, 256),
    format="png",
    user_id="user123"
)

# Vision processing request
vision_frame = VisionImageRawFrame(
    image=scene_bytes,
    size=(1024, 768),
    format="jpeg",
    text="Describe this image"
)

# URL-referenced image
url_image = URLImageRawFrame(
    image=thumbnail_bytes,
    size=(120, 120),
    format="jpeg",
    url="https://example.com/image.jpg"
)

# Animated sprite
sprite = SpriteFrame(images=[
    ImageRawFrame(image=frame1_bytes, size=(32, 32), format="png"),
    ImageRawFrame(image=frame2_bytes, size=(32, 32), format="png"),
])

# Vision processing pipeline
pipeline = Pipeline([
    camera_input,          # Produces InputImageRawFrame
    vision_processor,      # Converts to VisionImageRawFrame
    llm_vision_service,    # Processes image and generates description
    display_output         # Handles OutputImageRawFrame
])