注意数据集中图片整体分辨率都很很小,这也是为什么压缩包只有24M左右原因
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):3039
标注数量(xml文件个数):3039
标注数量(txt文件个数):3039
标注类别数:51
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):["american_crow","american_goldfinch","american_redstart","american_robin","american_tree_sparrow","baltimore_oriole","barn_swallow","bewick_wren","black_billed_cuckoo","black_capped_chickadee","black_headed_grosbeak","blue_grey_gnatcatcher","blue_jay","bohemian_waxwing","brewer_blackbird","brown_creeper","brown_thrasher","cardinal","carolina_chickadee","carolina_wren","cedar_waxwing","chipmunk","chipping_sparrow","common_grackle","dark_eyed_junco","downy_woodpecker","eastern_blue_bird","eastern_phoebe","eastern_towhee","european_starling","evening_grosbeak","golden_crowned_kinglet","gray_catbord","gray_crowned_rosy_finch","great_crested_flycatcher","hairy_woodpecker","harris_sparrow","hermit_thrush","house_finch","house_sparrow","mourning_dove","northern_parula","pine_siskin","purple_martin","red_breasted_nuthatch","ruby_crowned_kinglet","solitary_vireo","squirrel","swainsans_thrush","tufted_titmouse","wood_thrush"]
每个类别标注的框数:
american_crow(美洲乌鸦) 框数 = 65
american_goldfinch(美洲金翅雀) 框数 = 64
american_redstart(橙尾鸲莺) 框数 = 61
american_robin(美洲知更鸟) 框数 = 61
american_tree_sparrow(美洲树雀) 框数 = 60
baltimore_oriole(巴尔的摩黄鹂) 框数 = 61
barn_swallow(家燕) 框数 = 68
bewick_wren(比氏鹪鹩) 框数 = 61
black_billed_cuckoo(黑嘴杜鹃) 框数 = 60
black_capped_chickadee(黑顶山雀) 框数 = 49
black_headed_grosbeak(黑头白斑翅雀) 框数 = 66
blue_grey_gnatcatcher(蓝灰蚋莺) 框数 = 60
blue_jay(蓝松鸦) 框数 = 67
bohemian_waxwing(太平鸟) 框数 = 66
brewer_blackbird(布鲁氏黑鹂) 框数 = 61
brown_creeper(褐旋木雀) 框数 = 61
brown_thrasher(褐弯嘴嘲鸫) 框数 = 63
cardinal(红衣主教鸟) 框数 = 75
carolina_chickadee(卡罗莱纳山雀) 框数 = 59
carolina_wren(卡罗莱纳鹪鹩) 框数 = 60
cedar_waxwing(雪松太平鸟) 框数 = 65
chipmunk(花栗鼠) 框数 = 59
chipping_sparrow(褐斑翅雀) 框数 = 62
common_grackle(普通拟八哥) 框数 = 58
dark_eyed_junco(暗眼灯草鹀) 框数 = 60
downy_woodpecker(绒啄木鸟) 框数 = 58
eastern_blue_bird(东蓝鸲) 框数 = 61
eastern_phoebe(东菲比霸鹟) 框数 = 58
eastern_towhee(东部唧鹀) 框数 = 60
european_starling(欧洲椋鸟) 框数 = 65
evening_grosbeak(黄昏白斑翅雀) 框数 = 76
golden_crowned_kinglet(金冠戴菊) 框数 = 59
gray_catbord(灰猫鸟) 框数 = 62
gray_crowned_rosy_finch(灰冠红腹灰雀) 框数 = 61
great_crested_flycatcher(大冠蝇霸鹟) 框数 = 63
hairy_woodpecker(发冠啄木鸟) 框数 = 67
harris_sparrow(哈里斯雀) 框数 = 60
hermit_thrush(隐夜鸫) 框数 = 60
house_finch(家朱雀) 框数 = 61
house_sparrow(家麻雀) 框数 = 66
mourning_dove(哀鸽) 框数 = 60
northern_parula(北森莺) 框数 = 60
pine_siskin(松金翅雀) 框数 = 59
purple_martin(紫崖燕) 框数 = 60
red_breasted_nuthatch(红胸䴓) 框数 = 62
ruby_crowned_kinglet(红冠戴菊) 框数 = 61
solitary_vireo(孤绿霸鹟) 框数 = 61
squirrel(松鼠) 框数 = 60
swainsans_thrush(斯氏夜鸫) 框数 = 59
tufted_titmouse(簇山雀) 框数 = 64
wood_thrush(林鸫) 框数 = 57
总框数:3152
每个类别占有图片数:
american_crow(美洲乌鸦) 占有图片数 = 60
american_goldfinch(美洲金翅雀) 占有图片数 = 60
american_redstart(橙尾鸲莺) 占有图片数 = 59
american_robin(美洲知更鸟) 占有图片数 = 61
american_tree_sparrow(美洲树雀) 占有图片数 = 59
baltimore_oriole(巴尔的摩黄鹂) 占有图片数 = 61
barn_swallow(家燕) 占有图片数 = 60
bewick_wren(比氏鹪鹩) 占有图片数 = 60
black_billed_cuckoo(黑嘴杜鹃) 占有图片数 = 60
black_capped_chickadee(黑顶山雀) 占有图片数 = 49
black_headed_grosbeak(黑头白斑翅雀) 占有图片数 = 66
blue_grey_gnatcatcher(蓝灰蚋莺) 占有图片数 = 60
blue_jay(蓝松鸦) 占有图片数 = 60
bohemian_waxwing(太平鸟) 占有图片数 = 59
brewer_blackbird(布鲁氏黑鹂) 占有图片数 = 60
brown_creeper(褐旋木雀) 占有图片数 = 60
brown_thrasher(褐弯嘴嘲鸫) 占有图片数 = 60
cardinal(红衣主教鸟) 占有图片数 = 60
carolina_chickadee(卡罗莱纳山雀) 占有图片数 = 59
carolina_wren(卡罗莱纳鹪鹩) 占有图片数 = 60
cedar_waxwing(雪松太平鸟) 占有图片数 = 60
chipmunk(花栗鼠) 占有图片数 = 58
chipping_sparrow(褐斑翅雀) 占有图片数 = 60
common_grackle(普通拟八哥) 占有图片数 = 58
dark_eyed_junco(暗眼灯草鹀) 占有图片数 = 60
downy_woodpecker(绒啄木鸟) 占有图片数 = 58
eastern_blue_bird(东蓝鸲) 占有图片数 = 60
eastern_phoebe(东菲比霸鹟) 占有图片数 = 58
eastern_towhee(东部唧鹀) 占有图片数 = 60
european_starling(欧洲椋鸟) 占有图片数 = 62
evening_grosbeak(黄昏白斑翅雀) 占有图片数 = 60
golden_crowned_kinglet(金冠戴菊) 占有图片数 = 59
gray_catbord(灰猫鸟) 占有图片数 = 60
gray_crowned_rosy_finch(灰冠红腹灰雀) 占有图片数 = 60
great_crested_flycatcher(大冠蝇霸鹟) 占有图片数 = 60
hairy_woodpecker(发冠啄木鸟) 占有图片数 = 61
harris_sparrow(哈里斯雀) 占有图片数 = 60
hermit_thrush(隐夜鸫) 占有图片数 = 60
house_finch(家朱雀) 占有图片数 = 61
house_sparrow(家麻雀) 占有图片数 = 58
mourning_dove(哀鸽) 占有图片数 = 60
northern_parula(北森莺) 占有图片数 = 60
pine_siskin(松金翅雀) 占有图片数 = 59
purple_martin(紫崖燕) 占有图片数 = 60
red_breasted_nuthatch(红胸䴓) 占有图片数 = 61
ruby_crowned_kinglet(红冠戴菊) 占有图片数 = 61
solitary_vireo(孤绿霸鹟) 占有图片数 = 61
squirrel(松鼠) 占有图片数 = 59
swainsans_thrush(斯氏夜鸫) 占有图片数 = 59
tufted_titmouse(簇山雀) 占有图片数 = 62
wood_thrush(林鸫) 占有图片数 = 55
图片分辨率:多分辨率图片,如254x199,247x204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: