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https://issues.apache.org/jira/browse/TIKA-2306?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15968600#comment-15968600
]
ASF GitHub Bot commented on TIKA-2306:
--------------------------------------
thammegowda commented on a change in pull request #163: TIKA-2306: Update
Inception v3 to Inception v4 in Object recognition parser
URL: https://github.com/apache/tika/pull/163#discussion_r111525259
##########
File path:
tika-parsers/src/main/resources/org/apache/tika/parser/recognition/tf/InceptionRestDockerfile
##########
@@ -16,26 +16,34 @@
#
FROM ubuntu
-MAINTAINER Thamme Gowda <[email protected]>
+MAINTAINER Thamme Gowda <[email protected]> and Kranthi Kiran GV
<[email protected]>
-# install missing part of ubuntu core + python stuff
+# Install missing part of ubuntu core + python stuff
RUN apt-get update && \
- apt-get install -y python-pip python-dev wget
+ apt-get install -y python-pip python-dev wget libtcmalloc-minimal4 git
# Install tensorflow and other dependencies
RUN \
- pip install --upgrade
https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.9.0-cp27-none-linux_x86_64.whl
&& \
+ pip install --upgrade
https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-1.0.1-cp27-none-linux_x86_64.whl
&& \
pip install flask requests
+# Get the TF-slim dependencies
+# Forked for future compatibility
+RUN git clone https://github.com/KranthiGV/models
+
# TODO: Change the URL to Apache/Tika Repo when this PR gets merged
RUN \
- wget
https://raw.githubusercontent.com/thammegowda/tika/TIKA-1993/tika-parsers/src/main/resources/org/apache/tika/parser/recognition/tf/inceptionapi.py
-O /usr/bin/inceptionapi.py && \
+ wget
https://raw.githubusercontent.com/KranthiGV/tika/TIKA-2306/tika-parsers/src/main/resources/org/apache/tika/parser/recognition/tf/inceptionapi.py
-O /usr/bin/inceptionapi.py && \
Review comment:
TODO: when we merge this PR, we modify it and then merge it
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> 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
> 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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