myMix: development


 x86_64-linux-gnu-gcc -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O2 -Wall -g -fstack-protector-strong -Wformat -Werror=format-security -g -fwrapv -O2 -fPIC -I/tmp/pip-build-env-lorq5gen/overlay/lib/python3.10/site-packages/pybind11/include -I/tmp/pip-build-env-lorq5gen/overlay/lib/python3.10/site-packages/numpy/core/include -I./hnswlib/ -I/home/p/Documents/dev/python/openai/include -I/usr/include/python3.10 -c ./python_bindings/bindings.cpp -o build/temp.linux-x86_64-cpython-310/./python_bindings/bindings.o -O3 -march=native -fopenmp -DVERSION_INFO=\"0.7.0\" -std=c++14 -fvisibility=hidden
 In file included from /tmp/pip-build-env-lorq5gen/overlay/lib/python3.10/site-packages/pybind11/include/pybind11/detail/../attr.h:13,
 from /tmp/pip-build-env-lorq5gen/overlay/lib/python3.10/site-packages/pybind11/include/pybind11/detail/class.h:12,
 from /tmp/pip-build-env-lorq5gen/overlay/lib/python3.10/site-packages/pybind11/include/pybind11/pybind11.h:13,
 from /tmp/pip-build-env-lorq5gen/overlay/lib/python3.10/site-packages/pybind11/include/pybind11/functional.h:12,
 from ./python_bindings/bindings.cpp:2:
 /tmp/pip-build-env-lorq5gen/overlay/lib/python3.10/site-packages/pybind11/include/pybind11/detail/../detail/common.h:266:10: fatal error: Python.h: No such file or directory
 266 | #include 
 | ^~~~~~~~~~
 compilation terminated.
 error: command '/usr/bin/x86_64-linux-gnu-gcc' failed with exit code 1
 [end of output]
 
 note: This error originates from a subprocess, and is likely not a problem with pip.
 ERROR: Failed building wheel for hnswlib
Failed to build hnswlib
ERROR: Could not build wheels for hnswlib, which is required to install pyproject.toml-based projects

On a Linux system the solution to fix the error above is to install 2 missing libraries:

$ sudo apt install python3-dev

$ sudo apt-get install build-essential -y

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Labels: 2023, development, python

Dec 22, 2022

First steps with AI learning

Since AI (Artificial Intelligence) is all over the place right now, I started to look into that topic and found a few interesting websites.

First, AI is really a revolutionary step forward, why am I saying this?

Well, just look at the music, images that are now generated by a simple text prompt, this is insane, this technology is close to magic, really - it is advanced mathematics, but it feels like magic.

You say the word, and the picture appears in seconds, with visual that can be compared to the most talented artist creation. That is magic.

How does it work, in the background, I have tried to get into the basic of 'Stable Diffusion' (SD for short) and basically it comes to Machine learning, there is a very extensive data set of images, or collection of similar photos, that will be the starting point, then a model is made that is the part which is traditionally called the software, the algorithm, thanks to that part SD will be able to produce an artwork that looks like a painting, or in the style of a particular artist, or a visual style.

To summarize:

- Dataset, that will train the machine learning

- model, that will be interfaced with the program to produce a particular 'style'

and then running the whole thing into a browser

The picture above is 'Black widow' using a style byMarvel Studio, quite decent result

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Labels: 2022, artbreeder, artificial intelligence, development, discovery, stable diffusion

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