停车场停车位数据集,标注停车位上是否有车,平均正确识别率98.0%,支持yolov5-11, coco json,darknet,xml格式标注
数据集-识别停车场所有车辆的数据集
数据集分割
一共184张图片
训练组 89%164图片 有效集 5%10图片 测试集 5%10图片
预处理
增强


模型相关


数据集下载
yolov11:https://download.csdn.net/download/pbymw8iwm/90493657
yolo v9: https://download.csdn.net/download/pbymw8iwm/90493659
yolo v8:https://download.csdn.net/download/pbymw8iwm/90493655
yolo v7:https://download.csdn.net/download/pbymw8iwm/90493652
yolo v5: https://download.csdn.net/download/pbymw8iwm/90493654
pasical voc xml: https://download.csdn.net/download/pbymw8iwm/90493658
coco json:https://download.csdn.net/download/pbymw8iwm/90493653
darknet:https://download.csdn.net/download/pbymw8iwm/90493656
测试

{
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"detection_id": "29225da4-f8d3-4d79-afbf-5a714c398853"
},
{
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"confidence": 0.948,
"class": "car",
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},
{
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"class": "car",
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},
{
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"confidence": 0.944,
"class": "car",
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"detection_id": "375cd2f8-77b0-446a-adc4-3932c9be9094"
},
{
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{
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{
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},
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{
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"class": "car",
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"detection_id": "0629eb97-58f5-4f16-9a58-d8982d08ff82"
},
{
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"class": "car",
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{
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},
{
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{
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"class": "car",
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{
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"class": "car",
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{
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"confidence": 0.912,
"class": "car",
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"detection_id": "5c793187-441f-46ef-9e58-8c9e093ac781"
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{
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{
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{
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{
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"class": "car",
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{
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{
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"class": "car",
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},
{
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"confidence": 0.901,
"class": "car",
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"detection_id": "66616609-e776-4632-bf4d-da732df753d1"
},
{
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"confidence": 0.9,
"class": "car",
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},
{
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"confidence": 0.898,
"class": "car",
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},
{
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"confidence": 0.896,
"class": "car",
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},
{
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"confidence": 0.892,
"class": "car",
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},
{
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"confidence": 0.883,
"class": "car",
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"detection_id": "a520fc9f-fc3f-468e-9fad-d4ce14976da8"
},
{
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"width": 30,
"height": 58,
"confidence": 0.863,
"class": "car",
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"detection_id": "c6adb555-1f4f-4314-a23a-2d073662df7f"
}
]
}
数据集-识别停车场停车位上是否有车的数据集
平均正确识别率96.1%
数据集分割
增强
模型相关:
各个类型的精度
训练图:
数据集下载地址:
yolo v11:
yolo v9:
yolo v8:
yolo v7:
yolo v5:
coco json:
pasical voc xml:
darknet: