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a b/ViTPose/tests/test_visualization.py
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# Copyright (c) OpenMMLab. All rights reserved.
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import tempfile
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import mmcv
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import numpy as np
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import pytest
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from mmpose.core import (apply_bugeye_effect, apply_sunglasses_effect,
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                         imshow_bboxes, imshow_keypoints, imshow_keypoints_3d)
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def test_imshow_keypoints():
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    # 2D keypoint
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    img = np.zeros((100, 100, 3), dtype=np.uint8)
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    kpts = np.array([[1, 1, 1], [10, 10, 1]], dtype=np.float32)
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    pose_result = [kpts]
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    skeleton = [[0, 1]]
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    pose_kpt_color = [(127, 127, 127)] * len(kpts)
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    pose_link_color = [(127, 127, 127)] * len(skeleton)
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    img_vis_2d = imshow_keypoints(
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        img,
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        pose_result,
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        skeleton=skeleton,
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        pose_kpt_color=pose_kpt_color,
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        pose_link_color=pose_link_color,
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        show_keypoint_weight=True)
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    # 3D keypoint
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    kpts_3d = np.array([[0, 0, 0, 1], [1, 1, 1, 1]], dtype=np.float32)
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    pose_result_3d = [{'keypoints_3d': kpts_3d, 'title': 'test'}]
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    _ = imshow_keypoints_3d(
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        pose_result_3d,
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        img=img_vis_2d,
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        skeleton=skeleton,
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        pose_kpt_color=pose_kpt_color,
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        pose_link_color=pose_link_color,
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        vis_height=400)
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def test_imshow_bbox():
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    img = np.zeros((100, 100, 3), dtype=np.uint8)
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    bboxes = np.array([[10, 10, 30, 30], [10, 50, 30, 80]], dtype=np.float32)
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    labels = ['label 1', 'label 2']
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    colors = ['red', 'green']
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    with tempfile.TemporaryDirectory() as tmpdir:
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        _ = imshow_bboxes(
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            img,
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            bboxes,
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            labels=labels,
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            colors=colors,
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            show=False,
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            out_file=f'{tmpdir}/out.png')
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        # test case of empty bboxes
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        _ = imshow_bboxes(
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            img,
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            np.zeros((0, 4), dtype=np.float32),
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            labels=None,
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            colors='red',
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            show=False)
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        # test unmatched bboxes and labels
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        with pytest.raises(AssertionError):
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            _ = imshow_bboxes(
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                img,
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                np.zeros((0, 4), dtype=np.float32),
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                labels=labels[:1],
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                colors='red',
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                show=False)
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def test_effects():
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    img = np.zeros((100, 100, 3), dtype=np.uint8)
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    kpts = np.array([[10., 10., 0.8], [20., 10., 0.8]], dtype=np.float32)
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    bbox = np.array([0, 0, 50, 50], dtype=np.float32)
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    pose_results = [dict(bbox=bbox, keypoints=kpts)]
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    # sunglasses
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    sunglasses_img = mmcv.imread('demo/resources/sunglasses.jpg')
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    _ = apply_sunglasses_effect(
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        img,
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        pose_results,
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        sunglasses_img,
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        left_eye_index=1,
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        right_eye_index=0,
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        kpt_thr=0.5)
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    _ = apply_sunglasses_effect(
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        img,
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        pose_results,
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        sunglasses_img,
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        left_eye_index=1,
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        right_eye_index=0,
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        kpt_thr=0.9)
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    # bug-eye
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    _ = apply_bugeye_effect(
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        img, pose_results, left_eye_index=1, right_eye_index=0, kpt_thr=0.5)
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    _ = apply_bugeye_effect(
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        img, pose_results, left_eye_index=1, right_eye_index=0, kpt_thr=0.9)