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Bidirectional sequence models

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I know about such neural networks as LSTM and GRU, which are good for working with sequence data. But rece...

Grayscale or colored images for computer vision?

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Hi everybody. I'm a software engineer but I recently become interested in computer vision. By learning dif...

Non-stationary time series

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My current task is to create a machine learning model for time-series forecasting. I have heard that it is...

Floating number to percentage conversion in Python string formatting

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Hi. I perform some calculations in Python and I need to represent the result of the calculations as the pe...

Rescaling data to its initial state after applying MinMax scaling

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To scale my data I used a MinMaxScaler provided in the sklearn package. But I wonder if there any way to "...

Can NN achieve the same results as RNN?

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Speaking about real-life implementation, can the single-layer neural network work as good as RNN?

Measuring execution time

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I am writing a Python script in Jupyter Notebook and it is important to measure the execution time of some...

Get OAuth tokens programmatically

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Hi everybody! I'm building my web application and there is a need to use 3rd party API. This API uses the ...

"Database is locked" error

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I have developed a small web project using Django as a backend. Recently I became to face "Database is loc...

Django model's on_delete parameter

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I am learning Django and in the documentation about models description, I have seen the on_delete paramete...

asyncio.sleep() method

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I have seen that some programs use asyncio.sleep() method. It seems that it does the same as the time.slee...

Fingerprint or face recognition?

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My phone has different options for security: fingerprint, face recognition, and even an iris scanner. What...

Python's asyncio and threading

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I want to learn more about advanced Python topics. At the moment, I am focused on how parallelism is real...

Should I migrate to TensorFlow 2.0?

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I heard about new version of TensorFlow and that it is more simple, like 'keras'. But does it lose it term...

What is garbage collection in Python?

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I'm learning Python and sometimes when reading advanced tutorials or documentation, I meet the notion of "...

Home camera for gesture recognition?

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I own the Xiaomi Yi Home camera. Also, I have a computer vision model which is able to recognize gestures....

What the "->" sign means for Python functions?

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I have noticed that sometimes in Python functions after the closing brackets with parameters the "->" s...

Flask or Django?

Created by:  |   |  Replies: 4
There are 2 most popular Python web frameworks: Flask and Django. Which should I use for my project?

Machine learning model deployed on my drone

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A couple of my friends and I have developed a machine learning model for object detection. At inference ti...

Rotating panoramic images in VR

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I have lots of 360 degrees panoramic photos that are captured with the same camera. Every photo has a cert...

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