Kranthi Kiran GV created TIKA-2306:
--------------------------------------
Summary: 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
Priority: Minor
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)
