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obj_setup_tf1.py
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obj_setup_tf1.py
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import requests as req
import os
import zipfile
from py_setenv import setenv
import argparse
import shutil
def download(url, dir_path):
filename = url.split('/')[-1]
download_loc = os.path.join(dir_path, filename)
r = req.get(url, stream=True)
with open(download_loc, 'wb') as f:
for data in r.iter_content(1024):
f.write(data)
print("download finish!")
return filename
def create_folder(dir_path):
try:
os.mkdir(dir_path)
print('create folder finish!')
except OSError as error:
print(error)
print('skip create folder.')
def zip_extract(url, dir_path):
filename = url.split('/')[-1]
zip_file_loc = os.path.join(dir_path, filename)
if (zipfile.is_zipfile(zip_file_loc)):
print("Start to extract: {}".format(zip_file_loc))
with zipfile.ZipFile(zip_file_loc, 'r') as zf:
# Test CRC
crc_result = zf.testzip()
if crc_result:
print(crc_result)
# extract the ZIP
try:
zf.extractall(path = dir_path)
print("extract finish!")
except zipfile.BadZipfile as e:
print("ZIP file error：", e)
else:
print('The file is not a ZIP.')
def env_variable_protobuf(dir_path):
dir_path = os.path.join(dir_path, 'bin')
setenv("path", value=dir_path, append=True, user=False)
def compile_protobuf():
cwd = os.getcwd()
new_path = os.path.join(cwd, "models", "research")
print("New working directory: {0}".format(new_path))
os.chdir(new_path)
print("compile protobuf")
#p = subprocess.Popen("protoc object_detection/protos/*.proto --python_out=.", shell=True, stdout=subprocess.PIPE)
#r = p.stdout.read()
#print(r)
f = os.popen(r"protoc object_detection/protos/*.proto --python_out=.", "r")
l = f.read()
#print(l)
f.close()
os.chdir(cwd)
print("Change back working directory: {0}".format(cwd))
def Protobuf_setup():
print("================================")
print("== Protobuf Installation step ==")
print("================================")
create_folder(FLAGS.folder_path_proto)
download(FLAGS.url_proto, FLAGS.folder_path_proto)
zip_extract(FLAGS.url_proto, FLAGS.folder_path_proto)
#env_variable_protobuf(FLAGS.folder_path_proto)
compile_protobuf()
def download_VSBT(url, dir_path):
filename = "mu_visual_cpp_build_tools_2015_update_3_x64_dvd_dfd9a39c.iso"
download_loc = os.path.join(dir_path, filename)
r = req.get(url, stream=True)
with open(download_loc, 'wb') as f:
for data in r.iter_content(1024):
f.write(data)
print("download finish!")
return filename
def env_variable_VS(dir_path):
setenv("VCINSTALLDIR", value=dir_path, user=True)
def install_cocoAPI():
print("install_cocoAPI")
#p = subprocess.Popen("protoc object_detection/protos/*.proto --python_out=.", shell=True, stdout=subprocess.PIPE)
#r = p.stdout.read()
#print(r)
f = os.popen(r"pip install git+https://github.com/philferriere/cocoapi.git#subdirectory=PythonAPI", "r")
l = f.read()
print(l)
f.close()
def cocoapi_setup():
print("================================")
print("== COCOAPI Installation step ==")
print("================================")
#env_variable_VS(FLAGS.folder_path)
install_cocoAPI()
def fix_pycocotools():
import pycocotools
print("fix pycocotools cocoeval.py")
fix_path = os.path.abspath(pycocotools.__file__)
fix_path = os.path.join(fix_path.split("__init__.py")[0], "cocoeval.py")
src_location = os.path.join(os.getcwd(), 'tool/cocoeval.py')
shutil.copyfile(src_location, fix_path)
def fix_protobuf():
import google.protobuf.internal
print("fix protobuf builder.py")
fix_path = os.path.abspath(google.protobuf.internal.__file__)
fix_path = os.path.join(fix_path.split("__init__.py")[0], "builder.py")
src_location = os.path.join(os.getcwd(), 'tool/builder.py')
shutil.copyfile(src_location, fix_path)
def install_obj_det_api():
cwd = os.getcwd()
print("Current working directory: {0}".format(cwd))
new_path = os.path.join(cwd, "models", "research")
print("New working directory: {0}".format(new_path))
os.chdir(new_path)
## copy setup
dst_setup = os.path.join(new_path, "setup.py")
src_setup = os.path.join(new_path, "object_detection", "packages", "tf1", "setup.py")
shutil.copyfile(src_setup, dst_setup)
##Excute the cmd
f = os.popen(r"python -m pip install .", "r")
l = f.read()
print(l)
f.close()
os.chdir(cwd)
print("Change back working directory: {0}".format(cwd))
def check_fix_proto_missing():
import object_detection
fix_path = os.path.join(os.path.abspath(object_detection.__file__).split("__init__.py")[0], 'protos')
cwd = os.getcwd()
src_path = os.path.join(cwd, "models", "research", "object_detection", "protos")
isExist = os.path.exists(fix_path)
if not isExist:
print("The protos folder is missing at here: {}".format(fix_path))
shutil.copytree(src_path, fix_path)
# add a __init__.py
f = open(os.path.join(fix_path, "__init__.py"), 'w')
f.close()
print("Copy from my ML_tf2_object_detection_nu, total files: {}".format(len(os.listdir(fix_path))))
else:
print("The protos folder is good.")
def obj_det_api_setup():
print("======================================")
print("== Install the Object Detection API ==")
print("======================================")
fix_pycocotools()
install_obj_det_api()
if FLAGS.fix_protobuf_builder:
fix_protobuf()
check_fix_proto_missing()
if __name__ == '__main__':
parser = argparse.ArgumentParser()
# Protobuf_setup #
parser.add_argument(
'--folder_path_proto',
type=str,
default=r'C:\Program Files\Google Protobuf',
help='The create folder name & path env variable value.')
parser.add_argument(
'--url_proto',
type=str,
default='https://github.com/protocolbuffers/protobuf/releases/download/v21.9/protoc-21.9-win64.zip',
help='url of protoc.')
# cocoapi_setup #
parser.add_argument(
'--folder_path_VSBT',
type=str,
default=r'C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC',
help='The install location of Microsoft Visual Studio 14.0 which is used for env variable.')
parser.add_argument(
'--url_VSBT',
type=str,
default='https://myvs.download.prss.microsoft.com/dbazure/mu_visual_cpp_build_tools_2015_update_3_x64_dvd_dfd9a39c.iso?t=61dd1ca3-f85f-4192-86bb-07f91a31378d&e=1669900920&h=c4b3f02af8bd60abf870b0dd9c3b69c967aaf33e85758226edbd58080f30c7fc&su=1',
help='url of mu_visual_cpp_build_tools_2015.')
parser.add_argument(
'--download_step_VSBT',
type=bool,
default=False,
help='True will run only build tool download.')
# obj_det_api_setup #
parser.add_argument(
'--fix_protobuf_builder',
action='store_true',
help='This will add builder.py to protobuf install location to fix protobuf old version issue.')
parser.add_argument(
'--no-fix_protobuf_builder',
action='store_false',
dest='fix_protobuf_builder',
help='This will skip add builder.py.')
parser.set_defaults(feature=False)
FLAGS, _ = parser.parse_known_args()
# Protobuf_setup #
#Protobuf_setup() # TF1 skip, if TF2 is installed
# cocoapi_setup #
if FLAGS.download_step_VSBT:
print("download visual_cpp_build_tools")
download_VSBT(FLAGS.url_VSBT, os.getcwd())
else:
cocoapi_setup()
# obj_det_api_setup #
obj_det_api_setup()