REFERENCE ASSEMBLY ImageCommon;
REFERENCE ASSEMBLY FaceSdk;
REFERENCE ASSEMBLY ImageEmotion;
REFERENCE ASSEMBLY ImageTagging;
REFERENCE ASSEMBLY ImageOcr;
// Get the image data
@imgs =
EXTRACT
FileName string,
ImgData byte[]
FROM @"/images/{FileName}.jpg"
USING new Cognition.Vision.ImageExtractor();
// Extract the number of objects on each image and tag them
@tags =
PROCESS @imgs
PRODUCE FileName,
NumObjects int,
Tags SQL.MAP<string, float?>
READONLY FileName
USING new Cognition.Vision.ImageTagger();
@tags_serialized =
SELECT FileName,
NumObjects,
String.Join(";", Tags.Select(x => String.Format("{0}:{1}", x.Key, x.Value))) AS TagsString
FROM @tags;
OUTPUT @tags_serialized
TO "/tags.csv"
USING Outputters.Csv();
{"html5":"htmlmixed","css":"css","javascript":"javascript","php":"php","python":"python","ruby":"ruby","lua":"text\/x-lua","bash":"text\/x-sh","go":"go","c":"text\/x-csrc","cpp":"text\/x-c++src","diff":"diff","latex":"stex","sql":"sql","xml":"xml","apl":"apl","asterisk":"asterisk","c_loadrunner":"text\/x-csrc","c_mac":"text\/x-csrc","coffeescript":"text\/x-coffeescript","csharp":"text\/x-csharp","d":"d","ecmascript":"javascript","erlang":"erlang","groovy":"text\/x-groovy","haskell":"text\/x-haskell","haxe":"text\/x-haxe","html4strict":"htmlmixed","java":"text\/x-java","java5":"text\/x-java","jquery":"javascript","mirc":"mirc","mysql":"sql","ocaml":"text\/x-ocaml","pascal":"text\/x-pascal","perl":"perl","perl6":"perl","plsql":"sql","properties":"text\/x-properties","q":"text\/x-q","scala":"scala","scheme":"text\/x-scheme","tcl":"text\/x-tcl","vb":"text\/x-vb","verilog":"text\/x-verilog","yaml":"text\/x-yaml","z80":"text\/x-z80"}