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[jira] [Commented] (TIKA-2306) Update Inception v3 to Inception v4 in Object recognition parser

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[jira] [Commented] (TIKA-2306) Update Inception v3 to Inception v4 in Object recognition parser

JIRA jira@apache.org

    [ https://issues.apache.org/jira/browse/TIKA-2306?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15977779#comment-15977779 ]

Chris A. Mattmann commented on TIKA-2306:
-----------------------------------------

the wiki update is critical BTW. Normally I would say err on the side of updating the wiki *before* committing. That way our documentation is an explicit pre-requisite to the code.

> Update Inception v3 to Inception v4 in Object recognition parser
> -----------------------------------------------------------------
>
>                 Key: TIKA-2306
>                 URL: https://issues.apache.org/jira/browse/TIKA-2306
>             Project: Tika
>          Issue Type: Improvement
>          Components: parser
>    Affects Versions: 1.14
>            Reporter: Kranthi Kiran GV
>            Assignee: Thamme Gowda
>            Priority: Minor
>              Labels: inception, object_recognition
>   Original Estimate: 72h
>  Remaining Estimate: 72h
>
> Object Recognition Parser currently uses Inception V3 model for the object classification task. Google released a newer Inception V4 model [1][2].
> It has an improved Top -1 accuracy of 80.2 and Top-5 accuracy of 95.2 [3].
> I believe that Tika community would benefit from it. I would be working on this issue in the next few days.
> [1] https://research.googleblog.com/2016/08/improving-inception-and-image.html
> [2] https://arxiv.org/abs/1602.07261
> [3] https://github.com/tensorflow/models/tree/master/slim



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