數據集分辨率都是300x300,都是貼近地面拍攝,具體看圖片
據集格式:Pascal VOC格式+YOLO格式(不包含分割路徑的txt文件,僅僅包含jpg圖片以及對應的VOC格式xml文件和yolo格式txt文件)
圖片數量(jpg文件個數):33793
標注數量(xml文件個數):33793
標注數量(txt文件個數):33793
標注類別數:31
標注類別名稱(注意yolo格式類別順序不和這個對應,而以labels文件夾classes.txt為準):["AdjustableClamp","AdjustableWrench","Battery","Bolt","BoltNutSet","BoltWasher","ClampPart","Cutter","FuelCap","Hammer","Hose","Label","LuggagePart","LuggageTag","MetalPart","MetalSheet","Nail","Nut","PaintChip","Pen","PlasticPart","Pliers","Rock","Screw","Screwdriver","SodaCan","Tape","Washer","Wire","Wood","Wrench"]
每個類別標注的框數:
AdjustableClamp 框數 = 544
AdjustableWrench 框數 = 472
Battery 框數 = 1059
Bolt 框數 = 3300
BoltNutSet 框數 = 514
BoltWasher 框數 = 1017
ClampPart 框數 = 917
Cutter 框數 = 1352
FuelCap 框數 = 548
Hammer 框數 = 760
Hose 框數 = 294
Label 框數 = 1310
LuggagePart 框數 = 738
LuggageTag 框數 = 1686
MetalPart 框數 = 970
MetalSheet 框數 = 394
Nail 框數 = 1193
Nut 框數 = 1303
PaintChip 框數 = 968
Pen 框數 = 483
PlasticPart 框數 = 2008
Pliers 框數 = 2884
Rock 框數 = 662
Screw 框數 = 157
Screwdriver 框數 = 811
SodaCan 框數 = 950
Tape 框數 = 127
Washer 框數 = 2139
Wire 框數 = 2138
Wood 框數 = 206
Wrench 框數 = 2568
總框數:34472
使用標注工具:labelImg
標注規則:對類別進行畫矩形框
重要說明:暫無
特別聲明:本數據集不對訓練的模型或者權重文件精度作任何保證,數據集只提供準確且合理標注
圖片預覽:
標注例子: