Python conv_featuresの例

コード例 #1

def observe(image):
    im_gs = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)
    observations = np.reshape(image, (-1, 3)).astype(np.float32)

    kernels_run = features.conv_features(im_gs)

    kernel_observations = np.reshape(
        kernels_run, (-1, kernels_run.shape[2])).astype(np.float32)

    all_observations = np.hstack((
        observations,
        kernel_observations,
    )).astype(np.float32)

    return all_observations

コード例 #2

ファイル: adaboost.py プロジェクト: DSsoto/Sub8

def observe(image):
    im_gs = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)
    observations = np.reshape(image, (-1, 3)).astype(np.float32)

    kernels_run = features.conv_features(im_gs)

    kernel_observations = np.reshape(
        kernels_run, (-1, kernels_run.shape[2])
    ).astype(np.float32)

    all_observations = np.hstack(
        (
            observations,
            kernel_observations,
        )
    ).astype(np.float32)

    return all_observations