Normalize docstring argument sections and remove redundant types (#2133)
* chore: update docstrings typing and args headers --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: Borda <6035284+Borda@users.noreply.github.com>
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@ -18,8 +18,8 @@ def is_md5_hash_matching(filename: str, original_md5_hash: str) -> bool:
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Note: MD5 is used here for file integrity checking (detecting corruption),
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not for cryptographic security purposes.
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Parameters:
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filename: The path to the file to be checked as a string.
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Args:
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filename: The path to the file to be checked.
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original_md5_hash: The original MD5 hash to compare against.
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Returns:
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@ -39,9 +39,8 @@ def download_assets(asset_name: VideoAssets | str) -> str:
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"""
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Download a specified asset if it doesn't already exist or is corrupted.
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Parameters:
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asset_name: The name or type of the asset to be
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downloaded.
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Args:
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asset_name: The name or type of the asset to be downloaded.
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Returns:
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The filename of the downloaded asset.
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@ -1722,11 +1722,11 @@ class Detections:
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[ncnn](https://github.com/Tencent/ncnn) inference result.
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Supports object detection models.
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Arguments:
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ncnn_results (dict): The output Results instance from ncnn.
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Args:
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ncnn_results: The output Results instance from ncnn.
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Returns:
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Detections: A new Detections object.
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A new Detections object.
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Example:
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```python
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@ -183,13 +183,12 @@ def mask_to_xyxy(masks: np.ndarray) -> np.ndarray:
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"""
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Converts a 3D `np.array` of 2D bool masks into a 2D `np.array` of bounding boxes.
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Parameters:
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masks (np.ndarray): A 3D `np.array` of shape `(N, W, H)`
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containing 2D bool masks
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Args:
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masks: A 3D `np.array` of shape `(N, W, H)` containing 2D bool masks.
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Returns:
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np.ndarray: A 2D `np.array` of shape `(N, 4)` containing the bounding boxes
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`(x_min, y_min, x_max, y_max)` for each mask
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A 2D `np.array` of shape `(N, 4)` containing the bounding boxes
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`(x_min, y_min, x_max, y_max)` for each mask.
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"""
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n = masks.shape[0]
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xyxy = np.zeros((n, 4), dtype=int)
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@ -209,15 +208,15 @@ def xyxy_to_mask(boxes: np.ndarray, resolution_wh: tuple[int, int]) -> np.ndarra
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"""
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Converts a 2D `np.ndarray` of bounding boxes into a 3D `np.ndarray` of bool masks.
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Parameters:
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boxes (np.ndarray): A 2D `np.ndarray` of shape `(N, 4)`
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containing bounding boxes `(x_min, y_min, x_max, y_max)`
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resolution_wh (Tuple[int, int]): A tuple `(width, height)` specifying
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the resolution of the output masks
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Args:
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boxes: A 2D `np.ndarray` of shape `(N, 4)` containing bounding boxes
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`(x_min, y_min, x_max, y_max)`.
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resolution_wh: A tuple `(width, height)` specifying the resolution of
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the output masks.
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Returns:
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np.ndarray: A 3D `np.ndarray` of shape `(N, height, width)`
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containing 2D bool masks for each bounding box
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A 3D `np.ndarray` of shape `(N, height, width)` containing 2D bool masks
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for each bounding box.
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Examples:
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>>> import numpy as np
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@ -263,15 +262,14 @@ def mask_to_polygons(mask: np.ndarray) -> list[np.ndarray]:
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"""
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Converts a binary mask to a list of polygons.
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Parameters:
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mask (np.ndarray): A binary mask represented as a 2D NumPy array of
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shape `(H, W)`, where H and W are the height and width of
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the mask, respectively.
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Args:
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mask: A binary mask represented as a 2D NumPy array of shape `(H, W)`,
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where H and W are the height and width of the mask, respectively.
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Returns:
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List[np.ndarray]: A list of polygons, where each polygon is represented by a
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NumPy array of shape `(N, 2)`, containing the `x`, `y` coordinates
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of the points. Polygons with fewer points than `MIN_POLYGON_POINT_COUNT = 3`
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A list of polygons, where each polygon is represented by a NumPy array
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of shape `(N, 2)`, containing the `x`, `y` coordinates of the
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points. Polygons with fewer points than `MIN_POLYGON_POINT_COUNT = 3`
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are excluded from the output.
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"""
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@ -289,12 +287,12 @@ def polygon_to_xyxy(polygon: np.ndarray) -> np.ndarray:
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"""
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Converts a polygon represented by a NumPy array into a bounding box.
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Parameters:
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polygon (np.ndarray): A polygon represented by a NumPy array of shape `(N, 2)`,
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Args:
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polygon: A polygon represented by a NumPy array of shape `(N, 2)`,
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containing the `x`, `y` coordinates of the points.
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Returns:
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np.ndarray: A 1D NumPy array containing the bounding box
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A 1D NumPy array containing the bounding box
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`(x_min, y_min, x_max, y_max)` of the input polygon.
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"""
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x_min, y_min = np.min(polygon, axis=0)
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@ -21,15 +21,15 @@ def draw_line(
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"""
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Draws a line on a given scene.
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Parameters:
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scene (np.ndarray): The scene on which the line will be drawn
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start (Point): The starting point of the line
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end (Point): The end point of the line
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color (Color): The color of the line, defaults to Color.ROBOFLOW
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thickness (int): The thickness of the line
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Args:
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scene: The scene on which the line will be drawn
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start: The starting point of the line
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end: The end point of the line
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color: The color of the line, defaults to Color.ROBOFLOW
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thickness: The thickness of the line
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Returns:
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np.ndarray: The scene with the line drawn on it
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The scene with the line drawn on it
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"""
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cv2.line(
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scene,
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@ -50,14 +50,14 @@ def draw_rectangle(
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"""
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Draws a rectangle on an image.
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Parameters:
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scene (np.ndarray): The scene on which the rectangle will be drawn
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rect (Rect): The rectangle to be drawn
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color (Color): The color of the rectangle
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thickness (int): The thickness of the rectangle border
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Args:
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scene: The scene on which the rectangle will be drawn
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rect: The rectangle to be drawn
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color: The color of the rectangle
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thickness: The thickness of the rectangle border
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Returns:
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np.ndarray: The scene with the rectangle drawn on it
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The scene with the rectangle drawn on it
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"""
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cv2.rectangle(
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scene,
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@ -78,14 +78,14 @@ def draw_filled_rectangle(
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"""
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Draws a filled rectangle on an image.
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Parameters:
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scene (np.ndarray): The scene on which the rectangle will be drawn
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rect (Rect): The rectangle to be drawn
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color (Color): The color of the rectangle
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opacity (float): The opacity of rectangle when drawn on the scene.
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Args:
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scene: The scene on which the rectangle will be drawn
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rect: The rectangle to be drawn
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color: The color of the rectangle
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opacity: The opacity of rectangle when drawn on the scene.
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Returns:
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np.ndarray: The scene with the rectangle drawn on it
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The scene with the rectangle drawn on it
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"""
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if opacity == 1:
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cv2.rectangle(
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@ -120,14 +120,14 @@ def draw_rounded_rectangle(
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"""
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Draws a rounded rectangle on an image.
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Parameters:
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scene (np.ndarray): The image on which the rounded rectangle will be drawn.
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rect (Rect): The rectangle to be drawn.
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color (Color): The color of the rounded rectangle.
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border_radius (int): The radius of the corner rounding.
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Args:
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scene: The image on which the rounded rectangle will be drawn.
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rect: The rectangle to be drawn.
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color: The color of the rounded rectangle.
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border_radius: The radius of the corner rounding.
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Returns:
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np.ndarray: The image with the rounded rectangle drawn on it.
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The image with the rounded rectangle drawn on it.
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"""
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x1, y1, x2, y2 = rect.as_xyxy_int_tuple()
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width, height = x2 - x1, y2 - y1
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@ -171,14 +171,14 @@ def draw_polygon(
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) -> npt.NDArray[np.uint8]:
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"""Draw a polygon on a scene.
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Parameters:
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scene (np.ndarray): The scene to draw the polygon on.
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polygon (np.ndarray): The polygon to be drawn, given as a list of vertices.
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color (Color): The color of the polygon. Defaults to Color.ROBOFLOW.
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thickness (int): The thickness of the polygon lines, by default 2.
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Args:
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scene: The scene to draw the polygon on.
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polygon: The polygon to be drawn, given as a list of vertices.
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color: The color of the polygon. Defaults to Color.ROBOFLOW.
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thickness: The thickness of the polygon lines, by default 2.
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Returns:
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np.ndarray: The scene with the polygon drawn on it.
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The scene with the polygon drawn on it.
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"""
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cv2.polylines(
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scene, [polygon], isClosed=True, color=color.as_bgr(), thickness=thickness
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@ -194,14 +194,14 @@ def draw_filled_polygon(
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) -> npt.NDArray[np.uint8]:
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"""Draw a filled polygon on a scene.
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Parameters:
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scene (np.ndarray): The scene to draw the polygon on.
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polygon (np.ndarray): The polygon to be drawn, given as a list of vertices.
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color (Color): The color of the polygon. Defaults to Color.ROBOFLOW.
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opacity (float): The opacity of polygon when drawn on the scene.
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Args:
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scene: The scene to draw the polygon on.
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polygon: The polygon to be drawn, given as a list of vertices.
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color: The color of the polygon. Defaults to Color.ROBOFLOW.
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opacity: The opacity of polygon when drawn on the scene.
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Returns:
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np.ndarray: The scene with the polygon drawn on it.
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The scene with the polygon drawn on it.
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"""
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if opacity == 1:
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cv2.fillPoly(scene, [polygon], color=color.as_bgr())
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@ -9,13 +9,13 @@ def get_polygon_center(polygon: npt.NDArray[np.float64]) -> Point:
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Calculate the center of a polygon. The center is calculated as the center
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of the solid figure formed by the points of the polygon
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Parameters:
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polygon (np.ndarray): A 2-dimensional numpy ndarray representing the
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vertices of the polygon.
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Args:
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polygon: A 2-dimensional numpy ndarray representing the vertices of the
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polygon.
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Returns:
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Point: The center of the polygon, represented as a
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Point object with x and y attributes.
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The center of the polygon, represented as a Point object with x and y
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attributes.
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Raises:
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ValueError: If the polygon has no vertices.
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