手画电路图中电子元器件检测数据集VOC+YOLO格式1152张45类别

作品简介

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

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