带标注信息的手机识别数据集,92.8%识别率,可识别户外公共场所的人是否带手机,支持yolo, coco json,pascal voc xml格式
模型训练指标参数:

标签:
person
preoccupied
训练图:

数据集拆分
训练集:
1208图片
验证集
151图片
测试集
150图片
预处理
未做任何与处理
增强
未进行任何增强。





推理识别结果:
{
"predictions": [
{
"x": 1004,
"y": 733.5,
"width": 104,
"height": 213,
"confidence": 0.857,
"class": "person",
"class_id": 0,
"detection_id": "ccab175c-eb9d-426b-b722-2d34daa43c90"
},
{
"x": 1078.5,
"y": 723.5,
"width": 107,
"height": 225,
"confidence": 0.842,
"class": "person",
"class_id": 0,
"detection_id": "a3112933-b91d-4265-8e60-6e5ff60694be"
},
{
"x": 382.5,
"y": 996,
"width": 167,
"height": 168,
"confidence": 0.818,
"class": "person",
"class_id": 0,
"detection_id": "97f651c6-24df-4602-aa2a-f82b7f76fcda"
},
{
"x": 441.5,
"y": 874,
"width": 187,
"height": 272,
"confidence": 0.801,
"class": "preoccupied",
"class_id": 1,
"detection_id": "7a290fea-c7e1-4725-b9bf-1d3f78768077"
},
{
"x": 1458,
"y": 726.5,
"width": 110,
"height": 217,
"confidence": 0.713,
"class": "person",
"class_id": 0,
"detection_id": "93c5dba4-5c7e-4af5-84a6-a583fe722899"
},
{
"x": 1202.5,
"y": 650.5,
"width": 89,
"height": 191,
"confidence": 0.568,
"class": "person",
"class_id": 0,
"detection_id": "e9d85f24-0013-4ccb-a459-01842facd711"
}
]
}
数据集下载地址:
yolo26: https://download.csdn.net/download/pbymw8iwm/92608874
yolo v12: https://download.csdn.net/download/pbymw8iwm/92605586
yolo v11: https://download.csdn.net/download/pbymw8iwm/92605652
yolo v9: https://download.csdn.net/download/pbymw8iwm/92605717
yolo v8: https://download.csdn.net/download/pbymw8iwm/92605764
yolo v7: https://download.csdn.net/download/pbymw8iwm/92605784
yolo v5: https://download.csdn.net/download/pbymw8iwm/92608870
coco json: https://download.csdn.net/download/pbymw8iwm/92609084
pascal voc xml: https://download.csdn.net/download/pbymw8iwm/92609028
yolo darknet:https://download.csdn.net/download/pbymw8iwm/92609057