Friday, January 12, 2018

Keras Neural Networks and Fabrik

A screenshot of Fabrik

I tried to import several keras neural networks  to Fabrik, and this is the result:
These are the models I successfully imported:
Model LinkFabrik Link
https://github.com/anantzoid/VQA-Keras-Visual-Question-Answeringhttp://fabrik.cloudcv.org/caffe/load?id=20180105045732jmyeu
https://github.com/LemonATsu/Keras-Image-Caption
http://kodu.ut.ee/~leopoldp/2016_DeepYeast/code/caffe_model/http://fabrik.cloudcv.org/caffe/load?id=20180102135425bzkzy

And these are some models I had troubles with:
Model LinkSuccessfully Generated the JSON Model?ProblemError Message
https://github.com/ykamikawa/SegNetYesError when importingValueError: Unknown layer: MaxPoolingWithArgmax2D
https://github.com/zhixuhao/unetYesError when exporting ValueError: `Concatenate` layer requires inputs with matching shapes except for the concat axis. Got inputs shapes: [(None, 64, 64, 512), (None, 63, 63, 512)]
https://github.com/yihui-he/u-netYesError when exportingValueError: `Concatenate` layer requires inputs with matching shapes except for the concat axis. Got inputs shapes: [(None, -1, 19, 256), (None, 0, 20, 256)]
https://github.com/aitorzip/Keras-ICNetYesError when importing
ValueError: bad marshal data (unknown type code)
https://github.com/preddy5/segnetYesError when importingCannot import layer of Layer type
https://github.com/k3nt0w/FCN_via_keras/NoValueError: The input must have 3 channels; got `input_shape=(3, 224, 224)`
https://github.com/0bserver07/Keras-SegNet-BasicNo
ValueError: total size of new array must be unchanged

19 comments:

  1. Master in Machine Learning workshop, Artificial Intelligence workshop and Big Data workshop as part of the AI and Deep Learning training. machine learning certification

    ReplyDelete
  2. The development of artificial intelligence (AI) has propelled more programming architects, information scientists, and different experts to investigate the plausibility of a vocation in machine learning. Notwithstanding, a few newcomers will in general spotlight a lot on hypothesis and insufficient on commonsense application. machine learning projects for final year In case you will succeed, you have to begin building machine learning projects in the near future.

    Projects assist you with improving your applied ML skills rapidly while allowing you to investigate an intriguing point. Furthermore, you can include projects into your portfolio, making it simpler to get a vocation, discover cool profession openings, and Final Year Project Centers in Chennai even arrange a more significant compensation.


    Data analytics is the study of dissecting crude data so as to make decisions about that data. Data analytics advances and procedures are generally utilized in business ventures to empower associations to settle on progressively Python Training in Chennai educated business choices. In the present worldwide commercial center, it isn't sufficient to assemble data and do the math; you should realize how to apply that data to genuine situations such that will affect conduct. In the program you will initially gain proficiency with the specialized skills, including R and Python dialects most usually utilized in data analytics programming and usage; Python Training in Chennai at that point center around the commonsense application, in view of genuine business issues in a scope of industry segments, for example, wellbeing, promoting and account.

    ReplyDelete
  3. Hi! This is my first visit to your blog! We are a team of volunteers and new initiatives in the same niche. Blog gave us useful information to work. You have done an amazing job! 메이저토토사이트 Thank you very much. Can I refer to your post on my website? Your post touched me a lot and helped me a lot. If you have any questions, please visit my site and read what kind of posts I am posting. I am sure it will be interesting.

    ReplyDelete
  4. I want to encourage you conttinue
    your great writing, have a nice day!
    토토사이트
    바카라사이트

    ReplyDelete
  5. After I read and listened to the discussion of the article that you made, I found a lot of interesting information that I just found out.
    경마
    토토

    ReplyDelete
  6. Great article. I’m dealing with a few of these issues as well..파워볼게임

    ReplyDelete
  7. Your blog post is very impressive, I almost read all the articles you wrote. Contains a lot of useful information. Thank you! 경마사이트

    ReplyDelete
  8. Just bookmarked this blog post as I have found it rather valuable.
    릴게임

    ReplyDelete
  9. Some genuinely nice and utilitarian info on this internet site, also I believe the style has great features. 토토사이트

    ReplyDelete
  10. Thanks for sharing this marvelous post. I m very pleased to read this article.
    카지노사이트

    ReplyDelete
  11. I really enjoy your web’s topic. Very creative and friendly for users. Definitely bookmark this and follow it everyday.
    토토

    ReplyDelete
  12. Great job for publishing such a beneficial web site
    온라인카지노

    ReplyDelete
  13. This is an incredible post I seen on account of offer it. It is truly what I needed to see seek in future you will proceed after sharing such a magnificent post. 카지노사이트프로

    ReplyDelete
  14. great to be here in your article or post, whatever, I figure I ought to likewise buckle down for my own site like I see some great and refreshed working in your site. 카지노사이트

    ReplyDelete
  15. A good blog always comes-up with new and exciting information and while reading I have feel that this blog is really have all those quality that qualify a blog to be a one. 온라인카지노

    ReplyDelete
  16. What a nice post! I'm so happy to read this. 안전놀이터모음 What you wrote was very helpful to me. Thank you. Actually, I run a site similar to you. If you have time, could you visit my site? Please leave your comments after reading what I wrote. If you do so, I will actively reflect your opinion. I think it will be a great help to run my site. Have a good day.

    ReplyDelete
  17. The vacation trades offered are evaluated a variety of in the chosen and simply good value all around the world. Those hostels are normally based towards households which you’ll find accented via charming shores promoting crystal-clear fishing holes, concurrent of one’s Ocean. Hotels Discounts 메이저사이트

    ReplyDelete
  18. Your ideas inspired me very much. 메이저안전놀이터 It's amazing. I want to learn your writing skills. In fact, I also have a website. If you are okay, please visit once and leave your opinion. Thank you.

    ReplyDelete

Simple Image Classification with Keras

Keras logo There are several kind of image classification: Binary classification Multiclass classification Multi label classificat...