功能介绍
system structure
  • ▎研究目标
  • 给定一张RGB图像,得到所有人体关键点的位置信息,同时知道每一个关键点是属于图片中具体哪个人的,即得到关键点之间的连接信息
  • ▎效果展示
  • 实时的在视频上对每一帧图像进行检测的结果,并没有做任何的目标追踪,或其他利用时间上的连续性加速这个结果


功能体验
Functional experience

              
      
注:图片文件类型支持PNG、JPG、JPGE、BMP,图片大小不超过2M
{
    "log_id":4538068847144280000,
    "person_num":2,
    "person_info":[
        {
            "body_parts":{
                "nose":{
                    "score":0.8305142521858215,
                    "x":389.5,
                    "y":301
                },
                "right_knee":{
                    "score":0.002927489345893264,
                    "x":281.5,
                    "y":584.5
                },
                "left_hip":{
                    "score":0.0069877989590168,
                    "x":362.5,
                    "y":652
                },
                "right_ankle":{
                    "score":0.01355182658880949,
                    "x":335.5,
                    "y":584.5
                },
                "right_wrist":{
                    "score":0.779334545135498,
                    "x":295,
                    "y":611.5
                },
                "left_eye":{
                    "score":0.8715330958366394,
                    "x":443.5,
                    "y":233.5
                },
                "left_mouth_corner":{
                    "score":0.870849609375,
                    "x":443.5,
                    "y":341.5
                },
                "right_elbow":{
                    "score":0.03230473771691322,
                    "x":106,
                    "y":652
                },
                "left_knee":{
                    "score":0.009345456957817078,
                    "x":497.5,
                    "y":652
                },
                "top_head":{
                    "score":0.7741848826408386,
                    "x":403,
                    "y":71.5
                },
                "neck":{
                    "score":0.6440739035606384,
                    "x":389.5,
                    "y":422.5
                },
                "right_ear":{
                    "score":0.8468486070632935,
                    "x":268,
                    "y":233.5
                },
                "left_ear":{
                    "score":0.873081624507904,
                    "x":524.5,
                    "y":247
                },
                "left_elbow":{
                    "score":0.01865256763994694,
                    "x":686.5,
                    "y":657
                },
                "right_shoulder":{
                    "score":0.6887257695198059,
                    "x":173.5,
                    "y":463
                },
                "right_mouth_corner":{
                    "score":0.8722288012504578,
                    "x":349,
                    "y":341.5
                },
                "right_eye":{
                    "score":0.8596825003623962,
                    "x":349,
                    "y":233.5
                },
                "left_ankle":{
                    "score":0.02652026526629925,
                    "x":524.5,
                    "y":657
                },
                "right_hip":{
                    "score":0.01162736490368843,
                    "x":362.5,
                    "y":611.5
                },
                "left_wrist":{
                    "score":0.8183383345603943,
                    "x":497.5,
                    "y":625
                },
                "left_shoulder":{
                    "score":0.7064743638038635,
                    "x":632.5,
                    "y":463
                }
            },
            "location":{
                "score":0.9409036040306091,
                "top":15.27896118164062,
                "left":69.68939208984375,
                "width":719.282470703125,
                "height":640.7210693359375
            }
        },
        {
            "body_parts":{
                "nose":{
                    "score":0.8455686569213867,
                    "x":401.625,
                    "y":304.75
                },
                "right_knee":{
                    "score":0.02284910157322884,
                    "x":111,
                    "y":455.875
                },
                "left_hip":{
                    "score":0.02633288502693176,
                    "x":448.125,
                    "y":653.5
                },
                "right_ankle":{
                    "score":0.03617886081337929,
                    "x":320.25,
                    "y":641.875
                },
                "right_wrist":{
                    "score":0.7560688853263855,
                    "x":285.375,
                    "y":618.625
                },
                "left_eye":{
                    "score":0.8627002835273743,
                    "x":448.125,
                    "y":235
                },
                "left_mouth_corner":{
                    "score":0.8911458253860474,
                    "x":448.125,
                    "y":339.625
                },
                "right_elbow":{
                    "score":0.1284696459770203,
                    "x":134.25,
                    "y":653.5
                },
                "left_knee":{
                    "score":0.01608910597860813,
                    "x":517.875,
                    "y":657
                },
                "top_head":{
                    "score":0.7174265384674072,
                    "x":401.625,
                    "y":60.625
                },
                "neck":{
                    "score":0.5748649835586548,
                    "x":401.625,
                    "y":409.375
                },
                "right_ear":{
                    "score":0.8430640697479248,
                    "x":273.75,
                    "y":235
                },
                "left_ear":{
                    "score":0.850883960723877,
                    "x":529.5,
                    "y":246.625
                },
                "left_elbow":{
                    "score":0.06000953167676926,
                    "x":692.25,
                    "y":657
                },
                "right_shoulder":{
                    "score":0.6099754571914673,
                    "x":180.75,
                    "y":467.5
                },
                "right_mouth_corner":{
                    "score":0.8274164795875549,
                    "x":343.5,
                    "y":339.625
                },
                "right_eye":{
                    "score":0.8813440203666687,
                    "x":343.5,
                    "y":235
                },
                "left_ankle":{
                    "score":0.01988674327731133,
                    "x":459.75,
                    "y":630.25
                },
                "right_hip":{
                    "score":0.006200942676514387,
                    "x":401.625,
                    "y":618.625
                },
                "left_wrist":{
                    "score":0.8068743348121643,
                    "x":494.625,
                    "y":630.25
                },
                "left_shoulder":{
                    "score":0.6379643082618713,
                    "x":634.125,
                    "y":467.5
                }
            },
            "location":{
                "score":0.006723495200276375,
                "top":29.82663154602051,
                "left":226.3861694335938,
                "width":327.9768676757812,
                "height":619.1365966796875
            }
        }
    ]
}



应用场景
Application scenario
  • 动作分类
  • 异常行为检测
  • 行为识别
  • 动作定制


技术特点
Application scenario
  • 覆盖人体所有关键点
  • 毫秒级响应
  • 不限人体数量
  • 行业领先算法
更多

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