Nudity detection with Python
License: MIT License
Nudity detection with Python. Port of nude.js to Python.
from pip:
$ pip install --upgrade nudepyfrom easy_install:
$ easy_install -ZU nudepyvia command-line
$ nudepy IMAGE_FILEvia Python Module
import nude
from nude import Nude
print(nude.is_nude('./nude.rb/spec/images/damita.jpg'))
n = Nude('./nude.rb/spec/images/damita.jpg')
n.parse()
print("damita :", n.result, n.inspect())see examples .
PyTypeObject has no member named tp_print, see https://bugs.python.org/issue39361
Performance is kind of random. A 1.9 MiB image of my cat takes about 2 minutes to process (which is really unusable in the context of a web server handling POST data). I profiled this run:
783201 44.737 0.000 44.739 0.000 .../site-packages/nude.py:147(_add_merge)
4906 19.164 0.004 19.164 0.004 /usr/lib64/python2.7/copy.py:113(_copy_with_constructor)
1 18.591 18.591 105.226 105.226 .../site-packages/nude.py:80(parse)
1 17.738 17.738 36.937 36.937 .../site-packages/nude.py:181(_merge)
12192768 2.073 0.000 2.073 0.000 {skin_classifier.skin_classifier}
12192768 1.819 0.000 3.892 0.000 .../site-packages/nude.py:279(_classify_skin)
This is sorted by total time.
_add_merge is called a lot, and also takes a lot of time overall, not in itselfcopy are expensive, somewhat expected; would have to figure out a way to avoid copy calls_classify_skin should be converted to C if possible?I was testing this script for some of my system use. When testing this code it gave me FALSE NEGATIVE on a full nude image. I can email you that image if you want to test, though I ca't upload it here because that is complete nude. Need help please have a look.
Thanks for your time.
$ pip install --upgrade nudepy
ERROR: Command errored out with exit status 1:
command: /usr/bin/python3 -u -c 'import io, os, sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-install-lbjhc6pt/nudepy_3b195ab8384e42f987f0811934cf8ca8/setup.py'"'"'; __file__='"'"'/tmp/pip-install-lbjhc6pt/nudepy_3b195ab8384e42f987f0811934cf8ca8/setup.py'"'"';f = getattr(tokenize, '"'"'open'"'"', open)(__file__) if os.path.exists(__file__) else io.StringIO('"'"'from setuptools import setup; setup()'"'"');code = f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' bdist_wheel -d /tmp/pip-wheel-psp1didq
cwd: /tmp/pip-install-lbjhc6pt/nudepy_3b195ab8384e42f987f0811934cf8ca8/
Complete output (9 lines):
running bdist_wheel
running build
running build_py
creating build
creating build/lib.linux-x86_64-3.9
copying nude.py -> build/lib.linux-x86_64-3.9
running build_ext
cythoning skin_classifier.pyx to skin_classifier.c
error: /tmp/pip-install-lbjhc6pt/nudepy_3b195ab8384e42f987f0811934cf8ca8/skin_classifier.pyx
----------------------------------------
ERROR: Failed building wheel for nudepy
I'm looking at the _classify_skin method. (https://github.com/hhatto/nude.py/blob/master/nude.py#L283) I think there is a big waste of processing here since it returns rgb_classifier or norm_rgb_classifier or hsv_classifier or ycbcr_classifier. It seams useless to calculate the next classifier if the previous is True.
Traceback (most recent call last):
File "/usr/local/bin/nudepy", line 9, in
load_entry_point('nudepy==0.2', 'console_scripts', 'nudepy')()
File "/usr/local/lib/python2.7/dist-packages/nudepy-0.2-py2.7.egg/nude.py", line 438, in main
callback(_testfile(fname, resize=args.resize))
File "/usr/local/lib/python2.7/dist-packages/nudepy-0.2-py2.7.egg/nude.py", line 373, in _testfile
n.parse()
File "/usr/local/lib/python2.7/dist-packages/nudepy-0.2-py2.7.egg/nude.py", line 89, in parse
pixels = self.image.load()
File "/usr/local/lib/python2.7/dist-packages/PIL/ImageFile.py", line 203, in load
d = Image._getdecoder(self.mode, d, a, self.decoderconfig)
File "/usr/local/lib/python2.7/dist-packages/PIL/Image.py", line 420, in _getdecoder
raise IOError("decoder %s not available" % decoder_name)
IOError: decoder zip not available
Hi, I am trying to install the package via python3 -m pip install --upgrade nudepy howevrer I am running into the following error:
Defaulting to user installation because normal site-packages is not writeable
Requirement already satisfied: pip in /home/lskywalker416/.local/lib/python3.7/site-packages (21.2.4)
Collecting install
Using cached install-1.3.4-py3-none-any.whl (3.1 kB)
Collecting nudepy
Using cached nudepy-0.5.1.tar.gz (35 kB)
Requirement already satisfied: pillow in /usr/lib/python3/dist-packages (from nudepy) (5.4.1)
Building wheels for collected packages: nudepy
Building wheel for nudepy (setup.py) ... error
ERROR: Command errored out with exit status 1:
command: /usr/bin/python3 -u -c 'import io, os, sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-install-efz9gp75/nudepy_370d0f97a460431abc3646fde64bad7d/setup.py'"'"'; __file__='"'"'/tmp/pip-install-efz9gp75/nudepy_370d0f97a460431abc3646fde64bad7d/setup.py'"'"';f = getattr(tokenize, '"'"'open'"'"', open)(__file__) if os.path.exists(__file__) else io.StringIO('"'"'from setuptools import setup; setup()'"'"');code = f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' bdist_wheel -d /tmp/pip-wheel-7_jmbwcy
cwd: /tmp/pip-install-efz9gp75/nudepy_370d0f97a460431abc3646fde64bad7d/
Complete output (9 lines):
running bdist_wheel
running build
running build_py
creating build
creating build/lib.linux-x86_64-3.7
copying nude.py -> build/lib.linux-x86_64-3.7
running build_ext
cythoning skin_classifier.pyx to skin_classifier.c
error: /tmp/pip-install-efz9gp75/nudepy_370d0f97a460431abc3646fde64bad7d/skin_classifier.pyx
----------------------------------------
ERROR: Failed building wheel for nudepy
Running setup.py clean for nudepy
Failed to build nudepy
Installing collected packages: nudepy, install
Running setup.py install for nudepy ... error
ERROR: Command errored out with exit status 1:
command: /usr/bin/python3 -u -c 'import io, os, sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-install-efz9gp75/nudepy_370d0f97a460431abc3646fde64bad7d/setup.py'"'"'; __file__='"'"'/tmp/pip-install-efz9gp75/nudepy_370d0f97a460431abc3646fde64bad7d/setup.py'"'"';f = getattr(tokenize, '"'"'open'"'"', open)(__file__) if os.path.exists(__file__) else io.StringIO('"'"'from setuptools import setup; setup()'"'"');code = f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' install --record /tmp/pip-record-hb578l86/install-record.txt --single-version-externally-managed --user --prefix= --compile --install-headers /home/lskywalker416/.local/include/python3.7m/nudepy
cwd: /tmp/pip-install-efz9gp75/nudepy_370d0f97a460431abc3646fde64bad7d/
Complete output (9 lines):
running install
running build
running build_py
creating build
creating build/lib.linux-x86_64-3.7
copying nude.py -> build/lib.linux-x86_64-3.7
running build_ext
cythoning skin_classifier.pyx to skin_classifier.c
error: /tmp/pip-install-efz9gp75/nudepy_370d0f97a460431abc3646fde64bad7d/skin_classifier.pyx
----------------------------------------
ERROR: Command errored out with exit status 1: /usr/bin/python3 -u -c 'import io, os, sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-install-efz9gp75/nudepy_370d0f97a460431abc3646fde64bad7d/setup.py'"'"'; __file__='"'"'/tmp/pip-install-efz9gp75/nudepy_370d0f97a460431abc3646fde64bad7d/setup.py'"'"';f = getattr(tokenize, '"'"'open'"'"', open)(__file__) if os.path.exists(__file__) else io.StringIO('"'"'from setuptools import setup; setup()'"'"');code = f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' install --record /tmp/pip-record-hb578l86/install-record.txt --single-version-externally-managed --user --prefix= --compile --install-headers /home/lskywalker416/.local/include/python3.7m/nudepy Check the logs for full command output.
Host: Google Cloud VM
Release: Debian GNU/Linux 10 (buster)
Python version: Python 3.7.3
Pip version: pip 21.2.4
I found another python script that is based on the same algorithm of nude.js. Its located on github https://github.com/ParthGandhi/nude.py. It looks complete and it has code for the incomplete functions in your script so I thought it might be useful.
--Create Amenities Table
CREATE TABLE Amenities (
amenity_id INT PRIMARY KEY AUTO_INCREMENT,
name VARCHAR(100)
);
-- Create Property_Amenities Table (to represent the amenities associated with each property)
CREATE TABLE Property_Amenities (
property_id INT,
amenity_id INT,
PRIMARY KEY (property_id, amenity_id),
FOREIGN KEY (property_id) REFERENCES Properties(property_id),
FOREIGN KEY (amenity_id) REFERENCES Amenities(amenity_id)
);
-- Create Neighborhoods Table
CREATE TABLE Neighborhoods (
neighborhood_id INT PRIMARY KEY AUTO_INCREMENT,
name VARCHAR(100)
);
-- Create Property_Neighborhoods Table (to represent the neighborhoods associated with each property)
CREATE TABLE Property_Neighborhoods (
property_id INT,
neighborhood_id INT,
PRIMARY KEY (property_id, neighborhood_id),
FOREIGN KEY (property_id) REFERENCES Properties(property_id),
FOREIGN KEY (neighborhood_id) REFERENCES Neighborhoods(neighborhood_id)
);
I cloned the project and ran the tests immediately and got "True" for damita2.jpg from the examples. I will investigate to see what causes this.
I currently want to integrate nudepy with one of my IRC Bot. (Some friends of me sends NSFW pics and people should be warned that it's NSFW)
The fact is that I don't want to write the image on disk before analyzing it.
Using requests, I can store the whole image in a BytesIO (or StringIO for python 2) in RAM instead of on disk.
Is there a workaround to work with in RAM files ?
>pip install nudepy
Collecting nudepy
Using cached nudepy-0.5.1.tar.gz (35 kB)
Preparing metadata (setup.py) ... done
Requirement already satisfied: pillow in ./.venv/lib/python3.11/site-packages (from nudepy) (9.5.0)
Installing collected packages: nudepy
DEPRECATION: nudepy is being installed using the legacy 'setup.py install' method, because it does not have a 'pyproject.toml' and the 'wheel' package is not installed. pip 23.1 will enforce this behaviour change. A possible replacement is to enable the '--use-pep517' option. Discussion can be found at https://github.com/pypa/pip/issues/8559
Running setup.py install for nudepy ... error
error: subprocess-exited-with-error
× Running setup.py install for nudepy did not run successfully.
│ exit code: 1
╰─> [17 lines of output]
running install
/Users/vvzvlad/Downloads/nudecrawler/.venv/lib/python3.11/site-packages/setuptools/command/install.py:34: SetuptoolsDeprecationWarning: setup.py install is deprecated. Use build and pip and other standards-based tools.
warnings.warn(
running build
running build_py
creating build
creating build/lib.macosx-13-arm64-cpython-311
copying nude.py -> build/lib.macosx-13-arm64-cpython-311
running build_ext
building 'skin_classifier' extension
creating build/temp.macosx-13-arm64-cpython-311
clang -Wsign-compare -Wunreachable-code -fno-common -dynamic -DNDEBUG -g -fwrapv -O3 -Wall -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX13.sdk -I/Users/vvzvlad/Downloads/nudecrawler/.venv/include -I/opt/homebrew/opt/[email protected]/Frameworks/Python.framework/Versions/3.11/include/python3.11 -c skin_classifier.c -o build/temp.macosx-13-arm64-cpython-311/skin_classifier.o
skin_classifier.c:196:12: fatal error: 'longintrepr.h' file not found
#include "longintrepr.h"
^~~~~~~~~~~~~~~
1 error generated.
error: command '/usr/bin/clang' failed with exit code 1
[end of output]
note: This error originates from a subprocess, and is likely not a problem with pip.
error: legacy-install-failure
× Encountered error while trying to install package.
╰─> nudepy
note: This is an issue with the package mentioned above, not pip.
hint: See above for output from the failure.
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