Freeze the backbone and selectively re-enable gradients on the last `num_layers` transformer blocks. When `num_layers` is None or <= 0, the e

Function to draw a dashed line

Temporal smoothing on labels to match original VideoAttTarget evaluation. Adapted from https://github.com/ejcgt/attention-target-detection/blob/ac

Function to draw a dashed rectangle

Checks if the specified package is installed. Parameters ---------- package_name: str Name of the package to be checked. Ret

Identify the module that hosts transformer blocks for a backbone. Returns the container module together with the ordered list of its blocks.

Applies RoPE to the input tensor.

Return the number of transformer blocks available for progressive unfreezing. When no blocks can be identified, returns 0.

:param d_model: dimension of the model :param height: height of the positions :param width: width of the positions :return: d_model*h

Parameters ---------- runtime: Optional[str] Runtime for DEIMv2. Default: onnx model_path: Optional[str

_postprocess Parameters ---------- image: np.ndarray Entire image. boxes: np.ndarray float32

_preprocess Parameters ---------- image: np.ndarray Entire image Returns ------- resized

2点 (x1, y1), (x2, y2) のユークリッド距離を返す

与えられた boxes (各クラスIDの関節候補) を基に、EDGESで定義された親子を 「もっとも近い距離のペアから順番に」接合していく。ただし、 classid=0 (人物) のバウンディングボックス内にあるキーポイント同士のみを 接続対象とする。

get activation