带标注信息的摔倒识别数据集,识别率98.8%,可识别摔倒和站立,支持yolo,coco json,pascal voc xml格式
模型训练指标参数:

标签信息:
Fall
Normal

数据集划分
训练集75% 5415 张图像
验证集15% 1082 张图像
测试集10% 731 张图像
数据预处理
自动方向校正:已执行
图像缩放:拉伸至 640×640 像素
数据增强
未执行任何数据增强操作
数据集和标注详情:




模型训练图:

测试:

推理结果:
{
"predictions": [
{
"x": 347.5,
"y": 200,
"width": 51,
"height": 262,
"confidence": 0.84,
"class": "Normal",
"class_id": 1,
"detection_id": "a4ab129c-ce29-4530-afa3-a88071472b22"
},
{
"x": 238,
"y": 158.5,
"width": 44,
"height": 215,
"confidence": 0.805,
"class": "Normal",
"class_id": 1,
"detection_id": "638b9ebe-dd4e-4507-91f3-e75723951c47"
}
]
}
数据集下载:
yolo26: https://download.csdn.net/download/pbymw8iwm/92646985
yolo v12: https://download.csdn.net/download/pbymw8iwm/92636694
yolo v11: https://download.csdn.net/download/pbymw8iwm/92645881
yolo v9: https://download.csdn.net/download/pbymw8iwm/92646367
yolo v8: https://download.csdn.net/download/pbymw8iwm/92646368
yolo v7: https://download.csdn.net/download/pbymw8iwm/92646468
yolo v5: https://download.csdn.net/download/pbymw8iwm/92646472
coco json:https://download.csdn.net/download/pbymw8iwm/92647002
yolo darknet:https://download.csdn.net/download/pbymw8iwm/92646993
pascal voc xml:https://download.csdn.net/download/pbymw8iwm/92646987