Attend the Women in ML Symposium on December 7 Register now

biwi_kinect_head_pose

参考:

使用以下命令在 TFDS 中加载此数据集:

ds = tfds.load('huggingface:biwi_kinect_head_pose')
  • 说明
The Biwi Kinect Head Pose Database is acquired with the Microsoft Kinect sensor, a structured IR light device.It contains 15K images of 20 people with 6 females and 14 males where 4 people were recorded twice.
  • 许可:此数据库可用于非商业用途,例如大学研究和教育。
  • 版本:1.0.0
  • 拆分
拆分 样本
'train' 24
  • 特征
{
    "sequence_number": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "subject_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "rgb": {
        "feature": {
            "decode": true,
            "id": null,
            "_type": "Image"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "rgb_cal": {
        "intrisic_mat": {
            "shape": [
                3,
                3
            ],
            "dtype": "float64",
            "id": null,
            "_type": "Array2D"
        },
        "extrinsic_mat": {
            "rotation": {
                "shape": [
                    3,
                    3
                ],
                "dtype": "float64",
                "id": null,
                "_type": "Array2D"
            },
            "translation": {
                "feature": {
                    "dtype": "float64",
                    "id": null,
                    "_type": "Value"
                },
                "length": 3,
                "id": null,
                "_type": "Sequence"
            }
        }
    },
    "depth": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "depth_cal": {
        "intrisic_mat": {
            "shape": [
                3,
                3
            ],
            "dtype": "float64",
            "id": null,
            "_type": "Array2D"
        },
        "extrinsic_mat": {
            "rotation": {
                "shape": [
                    3,
                    3
                ],
                "dtype": "float64",
                "id": null,
                "_type": "Array2D"
            },
            "translation": {
                "feature": {
                    "dtype": "float64",
                    "id": null,
                    "_type": "Value"
                },
                "length": 3,
                "id": null,
                "_type": "Sequence"
            }
        }
    },
    "head_pose_gt": {
        "feature": {
            "center": {
                "feature": {
                    "dtype": "float64",
                    "id": null,
                    "_type": "Value"
                },
                "length": 3,
                "id": null,
                "_type": "Sequence"
            },
            "rotation": {
                "shape": [
                    3,
                    3
                ],
                "dtype": "float64",
                "id": null,
                "_type": "Array2D"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "head_template": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}