将exif提取到pandas/sql/excel/feather
exif2pandas的Python项目详细描述
将exif提取到pandas/sql/excel/feather
摘录：
- 文件大小
- 全球定位系统
- EXIF数据< /LI>
允许导出到：
- excel
- sqlite
- 羽毛
以及任何其他Pandas supports的东西。
安装
$ pip install exif2pandas --user
要导出数据帧，您需要以下模块之一：
- sqlite:
pip install --user SQLAlchemy - 羽毛：
pip install --user pyarrow - 电子表格：
pip install --user xlsxwriter
用法
usage: exif2pandas [-h] [-s SQLITE] [-f FEATHER] [-e EXCEL] [-p PROCESSES]
picture_folders [picture_folders ...]
Generate sql database with exif data.
positional arguments:
picture_folders Folders with the images
optional arguments:
-h, --help show this help message and exit
-s SQLITE, --sqlite SQLITE
Output the data frame to SQLite file (this will
override existing file!)
-f FEATHER, --feather FEATHER
Output the data frame to feather file (this will
override existing file!)
-e EXCEL, --excel EXCEL
Output the data frame to excel (this will override
existing file!)
-p PROCESSES, --processes PROCESSES
number of processes to use for collecting exif data,
defaults to 5
示例：
$ exif2pandas ~/Dropbox/Photos/ -s ~/photo_metadata.sqlite
速度
虽然这根本不是一个基准，但处理123GB的照片大约需要10秒。 这是在我的Dell XPS 9570上使用Intel®Core™i7-8750h CPU@2.20GHz×12 CPU，使用5个进程拍摄的。
生成的文件大约有13MB大。
结构
下面是生成的列的示例-某些相机可能包含不同的字段。
自定义字段：
- 所有以
-float结尾的列都是计算分数 cleaned_date-这是原始日期-忽略编辑器设置的日期。cleaned_latitude-将纬度转换为gps样式，据我所知，该算法并不十分精确cleaned_longitude-经度size_megabytes-图像大小（兆字节）filename-原始文件名
exif-aperturevalue exif-aperturevalue-float exif-bodyserialnumber exif-brightnessvalue
exif-brightnessvalue-float exif-colorspace exif-componentsconfiguration exif-compressedbitsperpixel
exif-compressedbitsperpixel-float exif-customrendered exif-datetimedigitized exif-datetimeoriginal
exif-digitalzoomratio exif-digitalzoomratio-float exif-exifimagelength exif-exifimagewidth
exif-exifversion exif-exposurebiasvalue exif-exposurebiasvalue-float exif-exposuremode
exif-exposureprogram exif-exposuretime exif-exposuretime-float exif-filesource exif-flash
exif-flashpixversion exif-fnumber exif-fnumber-float exif-focallength exif-focallength-float
exif-focallengthin35mmfilm exif-focalplaneresolutionunit exif-focalplanexresolution
exif-focalplanexresolution-float exif-focalplaneyresolution exif-focalplaneyresolution-float
exif-interoperabilityoffset exif-isospeedratings exif-lensmake exif-lensmodel exif-lensserialnumber
exif-lensspecification exif-lightsource exif-maxaperturevalue exif-maxaperturevalue-float
exif-meteringmode exif-scenecapturetype exif-scenetype exif-sensingmethod exif-sensitivitytype
exif-sharpness exif-shutterspeedvalue exif-shutterspeedvalue-float exif-subjectarea
exif-subjectdistancerange exif-subsectime exif-subsectimedigitized exif-subsectimeoriginal
exif-usercomment exif-whitebalance
GPS字段
gps-gpsaltitude gps-gpsaltitude-float gps-gpsaltituderef gps-gpsdate gps-gpsdestbearing
gps-gpsdestbearing-float gps-gpsdestbearingref gps-gpsdop gps-gpsdop-float gps-gpsimgdirection
gps-gpsimgdirection-float gps-gpsimgdirectionref gps-gpslatitude gps-gpslatituderef
gps-gpslongitude gps-gpslongituderef gps-gpsmapdatum gps-gpsspeed gps-gpsspeed-float
gps-gpsspeedref gps-gpstimestamp gps-gpsversionid
图像字段：
image-artist image-cfapattern image-cfarepeatpatterndim image-copyright image-datetime
image-datetimeoriginal image-documentname image-exifoffset image-exposuretime
image-exposuretime-float image-fnumber image-fnumber-float image-focallength
image-focallength-float image-gpsinfo image-imagelength image-imagewidth
image-isospeedratings image-make image-model image-orientation image-rating
image-resolutionunit image-sampleformat image-software image-subfiletype
image-xresolution image-xresolution-float image-ycbcrpositioning
image-yresolution-float image-yresolution
其他字段
interoperability-interoperabilityindex interoperability-interoperabilityversion
makernote-afpointset makernote-blurwarning makernote-colortemperature makernote-exposurecount
makernote-exposurewarning makernote-flashmode makernote-flashstrength
makernote-flashstrength-float makernote-focusmode makernote-focuspixel
makernote-focuswarning makernote-hdrimagetype makernote-motororbracket
makernote-noteversion makernote-picturemode makernote-quality makernote-saturation
makernote-sharpness makernote-slowsync makernote-whitebalance makernote-whitebalancefinetune
欢迎加入QQ群-->： 979659372
