带标注的木材缺陷数据集可识别木结心裂等缺陷问题识别率81.6%支持yolococo jsonpascal voc xml格式数据集详情标签BolsaBotonCorazonBotón → 木节木结Corazón → 心裂Bolsa → 树脂囊空腔数据集拆分训练集2307图片验证集196图片测试集97图片预处理自动定向 应用调整大小 适应 300x300 像素黑色边缘增强每个训练样本的输出结果 3翻转 水平、垂直90°旋转 顺时针、逆时针、倒置裁剪 最小缩放比例为 0%最大缩放比例为 20%旋转角度 介于 -15° 和 15° 之间剪切 水平方向±10°垂直方向±10°模型训练指标参数数据集图片和标注信息模型推理测试推理结果{predictions: [{x: 1411,y: 1960.5,width: 346,height: 403,confidence: 0.822,class: Boton,class_id: 1,detection_id: 889b8bdf-45f9-48f6-9b74-f423f62a475f}]}推理结果{predictions: [{x: 1333,y: 2033,width: 720,height: 4088,confidence: 0.786,class: Corazon,class_id: 2,detection_id: 1f2da256-7e39-42ca-a6c7-2679d17b7887}]}数据集下载地址yolo 26:https://download.csdn.net/download/pbymw8iwm/92747319yolo v12:https://download.csdn.net/download/pbymw8iwm/92747323yolo v11: https://download.csdn.net/download/pbymw8iwm/92747325yolo v9:https://download.csdn.net/download/pbymw8iwm/92747318yolo v8:https://download.csdn.net/download/pbymw8iwm/92747321yolo v7:https://download.csdn.net/download/pbymw8iwm/92747320yolo v5:https://download.csdn.net/download/pbymw8iwm/92747316yolo darknet:https://download.csdn.net/download/pbymw8iwm/92747317coco json:https://download.csdn.net/download/pbymw8iwm/92747322pascal voc xml:https://download.csdn.net/download/pbymw8iwm/92747324