带标注信息的电子元器件分类数据集，99.2%识别率，可识别qfp32，sop16，usb三种类型，支持yolo，coco json,pascal voc xml格式

带标注信息的电子元器件分类数据集，99.2%识别率，可识别qfp32，sop16，usb三种类型，支持yolo，coco json,pascal voc xml格式

模型训练指标参数：

标签信息：

qfp32

sop16

usb

数据集拆分

训练集

1075图片

验证集

71图片

测试集
 

150图片

预处理

调整大小： 拉伸至 320×320

增强

未进行任何增强

数据集详情：

训练图：

验证测试：

推理结果：

{   "predictions": [     {       "x": 117.5,       "y": 191.5,       "width": 47,       "height": 39,       "confidence": 0.945,       "class": "qfp32",       "class_id": 0,       "detection_id": "9eafe893-93a4-4d1d-b1d8-eefacbc6f143"     },     {       "x": 180.5,       "y": 158,       "width": 41,       "height": 34,       "confidence": 0.932,       "class": "qfp32",       "class_id": 0,       "detection_id": "d20dcd59-73df-48c4-9ffe-41db9d32b24f"     },     {       "x": 187.5,       "y": 90.5,       "width": 39,       "height": 31,       "confidence": 0.924,       "class": "qfp32",       "class_id": 0,       "detection_id": "17b45713-7534-4323-b79e-1f8abea6fa25"     },     {       "x": 198,       "y": 124.5,       "width": 44,       "height": 25,       "confidence": 0.917,       "class": "sop16",       "class_id": 1,       "detection_id": "a2f24ba7-5f9d-4a86-b8dc-8c78823d136f"     },     {       "x": 41.5,       "y": 153,       "width": 45,       "height": 34,       "confidence": 0.909,       "class": "usb",       "class_id": 2,       "detection_id": "1d43ab23-dd35-46a9-bbde-9c12fbe338bb"     },     {       "x": 284.5,       "y": 170,       "width": 43,       "height": 36,       "confidence": 0.906,       "class": "usb",       "class_id": 2,       "detection_id": "66577a30-1e45-40b8-80f6-0983d3efd460"     },     {       "x": 69.5,       "y": 97,       "width": 29,       "height": 34,       "confidence": 0.904,       "class": "usb",       "class_id": 2,       "detection_id": "6da4d90d-3e5c-4001-b136-4c2e3124c596"     },     {       "x": 97,       "y": 141,       "width": 40,       "height": 36,       "confidence": 0.889,       "class": "sop16",       "class_id": 1,       "detection_id": "21d53be5-b6d4-408b-9c80-47affe98e212"     },     {       "x": 123.5,       "y": 93.5,       "width": 39,       "height": 23,       "confidence": 0.888,       "class": "sop16",       "class_id": 1,       "detection_id": "1d09de88-41cf-4407-a00e-9a484103f3fb"     }   ] }

数据集下载地址：

yolo26: https://download.csdn.net/download/pbymw8iwm/92578706

yolo v12:  https://download.csdn.net/download/pbymw8iwm/92578707

yolo v11:https://download.csdn.net/download/pbymw8iwm/92578705

yolo v9:https://download.csdn.net/download/pbymw8iwm/92578709

yolo v8:https://download.csdn.net/download/pbymw8iwm/92578703

yolo v7:https://download.csdn.net/download/pbymw8iwm/92578708

yolo v5:https://download.csdn.net/download/pbymw8iwm/92578702

coco json：https://download.csdn.net/download/pbymw8iwm/92578710

pascal voc xml：https://download.csdn.net/download/pbymw8iwm/92578704

yolo darknet：https://download.csdn.net/download/pbymw8iwm/92578711