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数据集格式:Pascal VOC格式+YOLO格式(不包含分割路径的txt文件,仅仅包含jpg图片以及对应的VOC格式xml文件和yolo格式txt文件)
图片数量(jpg文件个数):13887
标注数量(xml文件个数):13887
标注数量(txt文件个数):13887
标注类别数:31
所在github仓库:firc-dataset
标注类别名称(注意yolo格式类别顺序不和这个对应,而以labels文件夹classes.txt为准):["Abutment","Attrition","Bone Loss","Bone defect","Caries","Crown","Cyst","Filling","Fracture teeth","Gingival former","Impacted tooth","Implant","Malaligned","Mandibular Canal","Maxillary sinus","Metal band","Missing teeth","Orthodontic brackets","Periapical lesion","Permanent Teeth","Permanent retainer","Plating","Post-core","Primary teeth","Retained root","Root Canal Treatment","Root Piece","Root resorption","Supra Eruption","TAD","Wire"]
每个类别标注的框数:
Abutment(基台)框数 = 33 占有图片数 = 22
Attrition(牙齿磨损/磨耗)框数 = 44 占有图片数 = 15
Bone Loss(骨丢失)框数 = 3130 占有图片数 = 1489
Bone defect(骨缺损)框数 = 1 占有图片数 = 1
Caries(龋齿/蛀牙)框数 = 10724 占有图片数 = 3065
Crown(牙冠)框数 = 11252 占有图片数 = 4087
Cyst(囊肿)框数 = 5 占有图片数 = 5
Filling(充填体/补牙)框数 = 49031 占有图片数 = 9947
Fracture teeth(牙折)框数 = 11 占有图片数 = 10
Gingival former(牙龈成形器)框数 = 14 占有图片数 = 7
Impacted tooth(阻生牙)框数 = 27978 占有图片数 = 11411
Implant(种植体)框数 = 1791 占有图片数 = 612
Malaligned(牙错位)框数 = 18 占有图片数 = 12
Mandibular Canal(下颌管)框数 = 621 占有图片数 = 321
Maxillary sinus(上颌窦)框数 = 462 占有图片数 = 233
Metal band(金属环/带)框数 = 65 占有图片数 = 36
Missing teeth(缺牙)框数 = 3505 占有图片数 = 1660
Orthodontic brackets(正畸托槽)框数 = 136 占有图片数 = 75
Periapical lesion(根尖周病变)框数 = 5291 占有图片数 = 2374
Permanent Teeth(恒牙)框数 = 12 占有图片数 = 5
Permanent retainer(永久性保持器)框数 = 8 占有图片数 = 5
Plating(接骨板)框数 = 8 占有图片数 = 2
Post-core(桩核)框数 = 315 占有图片数 = 172
Primary teeth(乳牙)框数 = 228 占有图片数 = 47
Retained root(残根)框数 = 174 占有图片数 = 72
Root Canal Treatment(根管治疗)框数 = 19135 占有图片数 = 5483
Root Piece(牙根碎片)框数 = 2613 占有图片数 = 959
Root resorption(牙根吸收)框数 = 3 占有图片数 = 2
Supra Eruption(牙齿过长/伸长)框数 = 48 占有图片数 = 39
TAD(微种植钉/暂时性支抗装置)框数 = 4 占有图片数 = 3
Wire(弓丝)框数 = 231 占有图片数 = 136
总框数:136891
图片分辨率:多分辨率,如640x640,1615x840等
使用标注工具:labelImg
标注规则:对类别进行画矩形框
重要说明:数据集没有划分训练验证测试集需自行划分
特别声明:本数据集不对训练的模型或者权重文件精度作任何保证
图片预览:
标注例子: