Hi Rohan,
El 13/03/14 09:54, Rohan Jain escribió:
Hi,
I am a 4th Dual Degree(B.tech+M.tech) Computer Science student of IIT
Kharagpur.
I am very much interested to be a part of Apache-Stanbol Development in
GSoC 2014.* I was going through the ideas section and I think I can
contribute to "**Multimedia Enhancements for Stanbol" idea as I have
already done a lot of work in 2nd goal of the Project-Idea
<https://issues.apache.org/jira/browse/STANBOL-1003?filter=12326260&jql=labels%20%3D%20gsoc2014%20AND%20text%20~%20%22face%20detection%22>
which
is to *"Develop Enhancement Engines for Multimedia Content"*.*
In the open soft event our team developed a software for windows which can
do around 12-15 commands by listening to the speech of user like opening a
file,playing music,video etc, shutting down computer. In that I *implemented
the speech recognition part* which converted it to text and it was done in
C# where I used Speech Recognition
Library<http://msdn.microsoft.com/en-us/library/system.speech.recognition(v=vs.110).aspx>.
In my Image processing course I worked on two projects *one was of face
detection where around 70 sample faces were used to train it and then it
gave 80% accuracy*, it was done in Matlab. Other project was to *separate
the stages of boiling milk from a video of boiling milk like warming to
onset of boiling to onset of spillover to spillover of milk* which was also
done in Matlab. So for the 2nd goal I have a very good experience and I
strongly believe that I can contribute a lot to this.
As Rupert has just pointed out, those are quite concrete use cases that
for sure would require to train custom models. Note that there is also
an issue labelled for gsoc2014 about Topic Classification that could
involve the development of an API within within Stanbol for training
Content Classification models. That API could be adapted/extended for
supporting any kind of training job to produce models that could be used
later in enhancement engines. Just an idea :-)
*So please guide me on how I should proceed towards my proposal for GSoC
and for this particular task what should I start doing?*
