带标注的人员站立,坐下,躺下识别数据集,识别率95.4%,支持yolo,coco json,pascal voc xml格式

带标注的人员站立,坐下,躺下识别数据集,识别率95.4%,支持yolo,coco json,pascal voc xml格式

数据集详情介绍

模型训练指标参数:

标签:

Stand

Lie

Sit

数据集拆分

训练集
2519图片
验证集:
425图片
测试集
245图片

预处理

自动定向: 应用
调整大小: 适应 1980x1980 像素

增强

未进行任何增强

图片和标注信息

模型推理测试:

推理结果:

{

"predictions": [

{

"x": 536,

"y": 368.5,

"width": 172,

"height": 523,

"confidence": 0.786,

"class": "Stand",

"class_id": 2,

"detection_id": "3f54c977-3b6a-4b56-840d-df4374aed51e"

}

]

}

推理结果:

{

"predictions": [

{

"x": 449.5,

"y": 556,

"width": 193,

"height": 304,

"confidence": 0.872,

"class": "Lie",

"class_id": 0,

"detection_id": "a38c1e6e-7117-4dc6-8349-6687eff2e501"

}

]

}

数据集下载地址

yolo26: https://download.csdn.net/download/pbymw8iwm/92719225

yolo v12: https://download.csdn.net/download/pbymw8iwm/92702313

yolo v11: https://download.csdn.net/download/pbymw8iwm/92702344

yolo. v9: https://download.csdn.net/download/pbymw8iwm/92706428

yolo v8:https://download.csdn.net/download/pbymw8iwm/92706431

yolo v7: https://download.csdn.net/download/pbymw8iwm/92709034

yolo v5: https://download.csdn.net/download/pbymw8iwm/92709031

yolo darknet: https://download.csdn.net/download/pbymw8iwm/92719237

coco json:https://download.csdn.net/download/pbymw8iwm/92719238

pascal voc xml:https://download.csdn.net/download/pbymw8iwm/92719234

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