带标注的引脚芯片识别数据集,可识别引脚,识别率94.8%,支持yolo,coco json,pascal voc xml
模型训练指标参数:

标签分类:
14 Pin Chip
16 Pin Chip
20 Pin Chip
8 Pin Chip
Chips
数据集拆分
训练集:
407图片
验证集:
117图片
测试集
58图片
预处理
自动定向: 应用
调整大小: 适应 640x640 像素
增强
未进行任何增强。


标注后:





验证测试:

推理结果:
{
"predictions": [
{
"x": 188,
"y": 85,
"width": 52,
"height": 96,
"confidence": 0.886,
"class": "14 Pin Chip",
"class_id": 0,
"detection_id": "4a4d069c-e0d3-493e-8831-162aa77322aa"
},
{
"x": 179,
"y": 220.5,
"width": 56,
"height": 111,
"confidence": 0.886,
"class": "16 Pin Chip",
"class_id": 1,
"detection_id": "e206caad-91ef-49ce-acec-5942156174d6"
},
{
"x": 108,
"y": 159.5,
"width": 58,
"height": 137,
"confidence": 0.874,
"class": "20 Pin Chip",
"class_id": 2,
"detection_id": "e29e8479-4c60-4848-a0ee-46aa25eb18c6"
},
{
"x": 267.5,
"y": 146,
"width": 59,
"height": 60,
"confidence": 0.87,
"class": "8 Pin Chip",
"class_id": 3,
"detection_id": "84e9b74e-d611-46b2-9eb5-e12aec5badc7"
}
]
}
数据集下载地址:
yolo26: https://download.csdn.net/download/pbymw8iwm/92578586
yolo v12: https://download.csdn.net/download/pbymw8iwm/92578580
yolo v11: https://download.csdn.net/download/pbymw8iwm/92578585
yolo v9:https://download.csdn.net/download/pbymw8iwm/92578583
yolo v8: https://download.csdn.net/download/pbymw8iwm/92578587
yolo v7:https://download.csdn.net/download/pbymw8iwm/92578581
yolo v5: https://download.csdn.net/download/pbymw8iwm/92578584
yolo darknet:https://download.csdn.net/download/pbymw8iwm/92578589
coco json:https://download.csdn.net/download/pbymw8iwm/92578582
pascal voc xml: https://download.csdn.net/download/pbymw8iwm/92578588