各种鸟类检测数据集VOC+YOLO格式3039张51类别

作品简介

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:




创作时间: