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EfficientNet是目前圖像分類(lèi)中最好的網(wǎng)絡(luò)之一了,參數(shù)數(shù)量小(較VGG和Inception都小好幾倍),運(yùn)行速度快。由于github上下載參數(shù)文件速度奇慢。本資源打包已下載的efficientnet-b3參數(shù)文件,并稍微修改了源碼以允許本地參數(shù)文件加載,節(jié)省各位的時(shí)間,供各位參考學(xué)習(xí)。

資源截圖

代碼片段和文件信息

#!/usr/bin/env?python
#?-*-?coding:?utf-8?-*-

#?Note:?To?use?the?‘upload‘?functionality?of?this?file?you?must:
#???$?pipenv?install?twine?--dev

import?io
import?os
import?sys
from?shutil?import?rmtree

from?setuptools?import?find_packages?setup?Command

#?Package?meta-data.
NAME?=?‘efficientnet_pytorch‘
DEscriptION?=?‘EfficientNet?implemented?in?PyTorch.‘
URL?=?‘https://github.com/lukemelas/efficientnet_pytorch‘
EMAIL?=?‘lmelaskyriazi@college.harvard.edu‘
AUTHOR?=?‘Luke‘
REQUIRES_PYTHON?=?‘>=3.5.0‘
VERSION?=?‘0.5.1‘

#?What?packages?are?required?for?this?module?to?be?executed?
REQUIRED?=?[
????‘torch‘
]

#?What?packages?are?optional?
EXTRAS?=?{
????#?‘fancy?feature‘:?[‘django‘]
}

#?The?rest?you?shouldn‘t?have?to?touch?too?much?:)
#?------------------------------------------------
#?Except?perhaps?the?License?and?Trove?Classifiers!
#?If?you?do?change?the?License?remember?to?change?the?Trove?Classifier?for?that!

here?=?os.path.abspath(os.path.dirname(__file__))

#?Import?the?README?and?use?it?as?the?long-description.
#?Note:?this?will?only?work?if?‘README.md‘?is?present?in?your?MANIFEST.in?file!
try:
????with?io.open(os.path.join(here?‘README.md‘)?encoding=‘utf-8‘)?as?f:
????????long_description?=?‘\n‘?+?f.read()
except?FileNotFoundError:
????long_description?=?DEscriptION

#?Load?the?package‘s?__version__.py?module?as?a?dictionary.
about?=?{}
if?not?VERSION:
????project_slug?=?NAME.lower().replace(“-“?“_“).replace(“?“?“_“)
????with?open(os.path.join(here?project_slug?‘__version__.py‘))?as?f:
????????exec(f.read()?about)
else:
????about[‘__version__‘]?=?VERSION


class?UploadCommand(Command):
????“““Support?setup.py?upload.“““

????description?=?‘Build?and?publish?the?package.‘
????user_options?=?[]

????@staticmethod
????def?status(s):
????????“““Prints?things?in?bold.“““
????????print(‘\033[1m{0}\033[0m‘.format(s))

????def?initialize_options(self):
????????pass

????def?finalize_options(self):
????????pass

????def?run(self):
????????try:
????????????self.status(‘Removing?previous?builds…‘)
????????????rmtree(os.path.join(here?‘dist‘))
????????except?OSError:
????????????pass

????????self.status(‘Building?Source?and?Wheel?(universal)?distribution…‘)
????????os.system(‘{0}?setup.py?sdist?bdist_wheel?--universal‘.format(sys.executable))

????????self.status(‘Uploading?the?package?to?PyPI?via?Twine…‘)
????????os.system(‘twine?upload?dist/*‘)

????????self.status(‘Pushing?git?tags…‘)
????????os.system(‘git?tag?v{0}‘.format(about[‘__version__‘]))
????????os.system(‘git?push?--tags‘)

????????sys.exit()


#?Where?the?magic?happens:
setup(
????name=NAME
????version=about[‘__version__‘]
????description=DEscriptION
????long_description=long_description
????long_description_content_type=‘text/markdown‘
????author=AUTHOR
????author_email=EMAIL
????python_requires=REQUIRES_PYTHON
????url=URL
????packages=find_packages(exclude=[“tests“?“*.tests“?“*.tests.*“?“tests.*“])
????#?py_modules=[‘model‘]?#?If?your?package?is?a?single?

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