package Ġre train Ċ Ċ import Ġjava . io . File Ċ Ċ fun Ġmain ( args : ĠArray < String >) Ġ{ ĊĠĠĠ Ġvalidate Main Args ( args ) ĊĊĠĠĠ Ġval Ġtensor Flow Dir Ġ= ĠFile ( args [ 0 ]) ĊĠĠĠ Ġval Ġfps Ġ= Ġif Ġ( args . size Ġ> Ġ 1 ) Ġargs [ 1 ]. toInt () Ġelse ĠDEFAULT _ FPS ĊĠĠĠ Ġval Ġdelete Video Ġ= Ġif Ġ( args . size Ġ> Ġ 2 ) Ġargs [ 2 ]. to Boolean () Ġelse Ġfalse ĊĊĠĠĠ Ġval Ġtraining Data Dir Ġ= ĠFile ( tensor Flow Dir , ĠTR AIN ING _ DATA _ DIR _ NAME ) ĊĠĠĠ Ġval Ġre training Script File Ġ= ĠFile ( tensor Flow Dir , ĠRET R AIN _ MODEL _ SCRIPT _ FILE _ NAME ) ĊĊĠĠĠ Ġval Ġtraining Sum maries Root Dir Ġ= ĠFile ( tensor Flow Dir , ĠTR AIN ING _ SUM MAR IES _ ROOT _ DIR _ NAME ) ĊĠĠĠ Ġtraining Sum maries Root Dir . mkdir s () ĊĠĠĠ Ġval Ġtraining Sum maries Child Dir Ġ= ĠFile ( training Sum maries Root Dir , ĠTR AIN ING _ SUM MAR IES _ CHILD _ DIR _ NAME ) ĊĠĠĠ Ġval Ġre trained Graph File Ġ= ĠFile ( tensor Flow Dir , ĠRET R AIN ED _ GRAPH _ FILE _ NAME ) ĊĊĠĠĠ Ġgenerate Images From Videos ( training Data Dir , Ġfps , Ġdelete Video Ġ= Ġdelete Video ) ĊĊĠĠĠ Ġre train Model ( re training Script File , ĊĠĠĠĠĠĠĠĠĠĠĠ ĠFile ( tensor Flow Dir , ĠBOT TL ENE CK S _ DIR _ NAME ), ĊĠĠĠĠĠĠĠĠĠĠĠ ĠFile ( tensor Flow Dir , ĠMODEL _ DIR _ NAME ), ĊĠĠĠĠĠĠĠĠĠĠĠ Ġtraining Sum maries Child Dir , ĊĠĠĠĠĠĠĠĠĠĠĠ Ġre trained Graph File , ĊĠĠĠĠĠĠĠĠĠĠĠ ĠFile ( tensor Flow Dir , ĠRET R AIN ED _ LABEL S _ FILE _ NAME ), ĊĠĠĠĠĠĠĠĠĠĠĠ Ġtraining Data Dir ) ĊĊĠĠĠ Ġval Ġoptimized Graph File Ġ= ĠFile ( tensor Flow Dir , ĠOP TIMI Z ED _ GRAPH _ FILE _ NAME ) ĊĊĠĠĠ Ġoptimize For Inference ( File ( tensor Flow Dir , ĠOP TIMI ZE _ FOR _ IN FER ENCE _ SCRIPT _ FILE _ NAME ), ĊĠĠĠĠĠĠĠĠĠĠĠ Ġre trained Graph File , Ġoptimized Graph File ) ĊĊĠĠĠ Ġval Ġquant ized Graph File Ġ= ĠFile ( tensor Flow Dir , ĠQU ANTI Z ED _ GRAPH _ FILE _ NAME ) ĊĊĠĠĠ Ġquant ize Model ( File ( tensor Flow Dir , ĠQU ANTI ZE _ MODEL _ SCRIPT _ FILE _ NAME ), Ġoptimized Graph File , ĊĠĠĠĠĠĠĠĠĠĠĠ Ġquant ized Graph File ) ĊĊĠĠĠ Ġgzip File ( quant ized Graph File , ĊĠĠĠĠĠĠĠĠĠĠĠ ĠFile ( tensor Flow Dir , Ġ"${ quant ized Graph File . name }. gz ")) ĊĊĠĠĠ Ġlaunch Tensor Board ( training Sum maries Child Dir ) Ċ } Ċ