python-ffm | Python Wrapped LibFFM | Machine Learning library
kandi X-RAY | python-ffm Summary
kandi X-RAY | python-ffm Summary
Python Wrapped LibFFM
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Top functions reviewed by kandi - BETA
- Fit the model .
- Calculates the Gini coefficient of the likelihood .
- Load the libffm file .
- Transforms categorical data into features .
- Save libffm data to file .
- Initialize the data .
- save data to file
- Wrap a tuple of tuples .
- Prints a line to stdout
- Load data from pickle file .
python-ffm Key Features
python-ffm Examples and Code Snippets
Community Discussions
Trending Discussions on python-ffm
QUESTION
I have a video (test.mkv
) that I have converted into a 4D NumPy array - (frame, height, width, color_channel). I have even managed to convert that array back into the same video (test_2.mkv
) without altering anything. However, after reading this new, test_2.mkv
, back into a new NumPy array, the array of the first video is different from the second video's array i.e. their hashes don't match and the numpy.array_equal()
function returns false. I have tried using both python-ffmpeg and scikit-video but cannot get the arrays to match.
ANSWER
Answered 2021-Mar-29 at 21:05Getting the same hash requires when writing and reading a video file requires careful attention.
Before comparing the hash, try to look at the video first.
Executing your code gave me the following output (first frame of video_2):
When the input (first frame of video) is:
I suggest the following modifications:
- Use AVI container (instead of MKV) for storing
test_2
video in raw video format.
AVI video container is originally designed for storing raw video.
There could be a way for storing raw, or lossless RGB video in MKV container, but I am not aware of such option. - Set the input pixel format of
test_2
video.
Add an argument:pixel_format='rgb24'
.
Note: I modified it topixel_format='bgr24'
, because AVI supportsbgr24
and notrgb24
. - Select video a lossless codec for
test_2
video.
You may selectvcodec='rawvideo'
(rawvideo codec is supported by AVI but not supported by MKV).
Note:
For getting equal hash, you need to look for lossless video codec that supports rgb24
(or bgr24
) pixel format.
Most of the lossless codecs, converts the pixel format from RGB to YUV.
The RGB to YUV conversion has rounding errors that prevents equal hash.
(I suppose there are ways to get around it, but it's a bit complicated).
Here is your complete code with few modifications:
QUESTION
I have 2 files: video.webm - contains ONLY video audio.webm - contains ONLY audio
I try to merge them into one without encoding with python-ffmpeg
...ANSWER
Answered 2020-May-19 at 14:57“Concatenate” means making one stream run after the other, but you want to merge both streams at the same time. So, remove the ffmpeg.concat
step, and just pass both streams into one call to ffmpeg.output
:
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