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I created and saved a NN model in a pickled model in Orange3 (model.pkcls). I'm looking to convert it in HDF5 file (model.h5) in order to use it with TensorFlow lite. How can I do that?
Thank you in advance
Currently, only Tensorflow or keras model can be converted to tensorflow lite.
I think you have to retrain your model in those platform first.
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What are the advantages of using convolutional neural network 2D + recurrent neural network instead of CNN 3D or other approaches for egocentric dynamic gestures recognition? Which approach may be considered the best and why?
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We want to transfer the biometric data from ESSL device to MySQL.Is there a specific way to do that ? Or does ESSL provides specific functionality where we can integrate.
Please let me know if there is a way out. Any help would be appreciated. Thanks
As of now, haven't tried any method.
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can anyone please give me a suggestion to how can i convert a table in pdf file to a database ?
thanks to everyone for there time
In my opinion, you have to convert the .pdf file to .csv, then you can import the .csv file into your mysql database as a table.
PDF -> CSV:
https://www.zamzar.com/convert/pdf-to-csv/
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I'm very new to NLP and Deep Learning field and want to understand that after vectorization of a whole corpus using Word2Vec, Do I need to store the word vector values locally?
If yes I want to make a chatbot for android. Can anyone please guide me for this?
word2vec embeddings can be saved:
in first layers of your deep model. It's rare approach, because in this case you can't use this word2vec for other tasks.
as independent file on disk. It's more viable apporach for most use cases.
I'd suggest to use gensim framework for training of word2vec. Here you can learn more how to train word2vec and save them to disk: https://radimrehurek.com/gensim/models/word2vec.html
Particularly, saving is performed via:
model = Word2Vec(common_texts, size=100, window=5, min_count=1, workers=4)
model.save("word2vec.model")
Training of chatbot is much more difficult problem. I can try to suggest you a possible workflow, but you should to clarify what type of chatbot do you have in mind? E.g. should it answer on any question (open domain)? Should it generate answers or it will have predefined answers only?
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as the title suggests, I am trying to determine which language would better suit for the task at hand. I am probably going to include a GUI for the program. Am I okay to proceed with Java for this task or is another language recommended? Thanks
I can't speak on the pros or cons of writing such a program in C++. However, Java seems well suited to accomplish your task.