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):1152
标注数量(xml文件个数):1152
标注数量(txt文件个数):1152
标注类别数:45
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):["and","antenna","capacitor-polarized","capacitor-unpolarized","crossover","diac","diode","diode-light_emitting","fuse","gnd","inductor","integrated_circuit","integrated_cricuit-ne555","junction","lamp","microphone","motor","nand","nor","not","operational_amplifier","optocoupler","or","probe-current","relay","resistor","resistor-adjustable","resistor-photo","schmitt_trigger","socket","speaker","switch","terminal","text","thyristor","transformer","transistor","transistor-photo","triac","varistor","voltage-dc","voltage-dc_ac","voltage-dc_regulator","vss","xor"]
每个类别标注的框数:
and(与门)框数 = 104,占有图片数 = 72
antenna(天线)框数 = 8,占有图片数 = 8
capacitor-polarized(极性电容)框数 = 320,占有图片数 = 208
capacitor-unpolarized(非极性电容)框数 = 1500,占有图片数 = 724
crossover(交叉连接)框数 = 1311,占有图片数 = 516
diac(双向触发二极管)框数 = 8,占有图片数 = 8
diode(二极管)框数 = 1228,占有图片数 = 368
diode-light_emitting(发光二极管)框数 = 472,占有图片数 = 264
fuse(保险丝)框数 = 20,占有图片数 = 20
gnd(接地)框数 = 768,占有图片数 = 260
inductor(电感)框数 = 304,占有图片数 = 184
integrated_circuit(集成电路)框数 = 112,占有图片数 = 96
integrated_cricuit-ne555(NE555定时器)框数 = 144,占有图片数 = 128
junction(连接点/节点)框数 = 18221,占有图片数 = 1152
lamp(灯泡)框数 = 88,占有图片数 = 72
microphone(麦克风)框数 = 16,占有图片数 = 16
motor(电机)框数 = 16,占有图片数 = 16
nand(与非门)框数 = 32,占有图片数 = 24
nor(或非门)框数 = 40,占有图片数 = 40
not(非门)框数 = 152,占有图片数 = 72
operational_amplifier(运算放大器)框数 = 72,占有图片数 = 64
optocoupler(光耦合器)框数 = 56,占有图片数 = 56
or(或门)框数 = 88,占有图片数 = 72
probe-current(电流探针)框数 = 8,占有图片数 = 8
relay(继电器)框数 = 24,占有图片数 = 24
resistor(电阻)框数 = 3412,占有图片数 = 944
resistor-adjustable(可调电阻)框数 = 160,占有图片数 = 152
resistor-photo(光敏电阻)框数 = 20,占有图片数 = 20
schmitt_trigger(施密特触发器)框数 = 16,占有图片数 = 8
socket(插座)框数 = 40,占有图片数 = 40
speaker(扬声器)框数 = 168,占有图片数 = 128
switch(开关)框数 = 332,占有图片数 = 192
terminal(接线端子)框数 = 2756,占有图片数 = 796
text(文本)框数 = 14263,占有图片数 = 1112
thyristor(晶闸管)框数 = 352,占有图片数 = 104
transformer(变压器)框数 = 104,占有图片数 = 104
transistor(晶体管)框数 = 952,占有图片数 = 528
transistor-photo(光敏晶体管)框数 = 8,占有图片数 = 8
triac(双向晶闸管)框数 = 32,占有图片数 = 32
varistor(压敏电阻)框数 = 152,占有图片数 = 72
voltage-dc(直流电压)框数 = 384,占有图片数 = 344
voltage-dc_ac(直流/交流电压)框数 = 88,占有图片数 = 88
voltage-dc_regulator(直流稳压器)框数 = 24,占有图片数 = 24
vss(电源地/负电源)框数 = 116,占有图片数 = 40
xor(异或门)框数 = 48,占有图片数 = 32
总框数:48539
图片分辨率:640x640
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: