Quantcast

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

Previous Topic Next Topic
 
classic Classic list List threaded Threaded
1 message Options
Reply | Threaded
Open this post in threaded view
|  
Report Content as Inappropriate

[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=15977615#comment-15977615 ]

Hudson commented on TIKA-2306:
------------------------------

SUCCESS: Integrated in Jenkins build Tika-trunk #1245 (See [https://builds.apache.org/job/Tika-trunk/1245/])
fix for TIKA-2306 contributed by kranthigv (kranthi.gv: [https://github.com/apache/tika/commit/236db96393d94756dbc2e3f40b318f8f93b95dff])
* (edit) tika-parsers/src/main/resources/org/apache/tika/parser/recognition/tf/classify_image.py
fix for TIKA-2306 contributed by kranthigv (kranthi.gv: [https://github.com/apache/tika/commit/0c0bd4bec2312355d2bc48426f8ec94306d0e4a0])
* (edit) tika-parsers/src/main/resources/org/apache/tika/parser/recognition/tf/classify_image.py
fix for TIKA-2306 contributed by kranthigv (kranthi.gv: [https://github.com/apache/tika/commit/09cb2df973f20e3a877ca1309b67384264650be0])
* (edit) tika-parsers/src/main/resources/org/apache/tika/parser/recognition/tf/inceptionapi.py
* (edit) tika-parsers/src/main/java/org/apache/tika/parser/recognition/tf/TensorflowRESTRecogniser.java
* (edit) tika-parsers/src/main/resources/org/apache/tika/parser/recognition/tf/InceptionRestDockerfile
fix for TIKA-2306 contributed by kranthigv (kranthi.gv: [https://github.com/apache/tika/commit/f92809ac19d5bef903ef1ac393092e6a13884fc0])
* (edit) tika-parsers/src/main/resources/org/apache/tika/parser/recognition/tf/InceptionRestDockerfile
fix for TIKA-2306 contributed by kranthigv (kranthi.gv: [https://github.com/apache/tika/commit/be773cacaf3c344c11fff9b85ebaf1d0dc8b5174])
* (edit) tika-parsers/src/test/java/org/apache/tika/parser/recognition/ObjectRecognitionParserTest.java
* (edit) tika-parsers/src/test/java/org/apache/tika/parser/recognition/tf/TensorflowImageRecParserTest.java


> 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



--
This message was sent by Atlassian JIRA
(v6.3.15#6346)
Loading...