Keras retinanet GitHub Project installation

In the repository directory /keras-retinanet/ , execute thepip install . --user 后，出现错误：

D:\>CD D:\jupyterworkspace\keras-retinanetd:\jupyterworkspace\keras-retinanet>pip Install. --userlooking in Indexes:https://pypi.tuna.tsinghua.edu.cn/simpleprocessing d:\jupyterworkspace\ Keras-retinanetrequirement already Satisfied:keras in C:\programdata\anaconda3\lib\site-packages (from keras-retinanet==0.4.1) (2.2.0) collecting keras-resnet (from keras-retinanet==0.4.1) downloading https:// pypi.tuna.tsinghua.edu.cn/packages/05/46/ad0b2d1a05d9497bd80c98a2c3f4d8be38a4601ace69af72814f5fafd851/ Keras-resnet-0.1.0.tar.gzrequirement already satisfied:six in C:\programdata\anaconda3\lib\site-packages (from keras-retinanet==0.4.1) (1.11.0) requirement already satisfied:scipy in C:\programdata\anaconda3\lib\site-packages ( From keras-retinanet==0.4.1) (1.0.0) requirement already satisfied:cython in c:\programdata\anaconda3\lib\ Site-packages (from keras-retinanet==0.4.1) (0.28.4) requirement already satisfied:keras-preprocessing==1.0.1 in C \ Programdata\anaconda3\lib\site-packages (FROm keras->keras-retinanet==0.4.1) (1.0.1) requirement already satisfied:keras-applications==1.0.2 in C \ Programdata\anaconda3\lib\site-packages (from keras->keras-retinanet==0.4.1) (1.0.2) requirement already satisfied:numpy>=1.9.1 in C:\programdata\anaconda3\lib\site-packages (from keras->keras-retinanet==0.4.1) ( 1.14.0) requirement already satisfied:pyyaml in C:\programdata\anaconda3\lib\site-packages (from keras-> keras-retinanet==0.4.1) (3.12) requirement already satisfied:h5py in C:\programdata\anaconda3\lib\site-packages (from keras->keras-retinanet==0.4.1) (2.7.1) Building wheels for collected packages:keras-retinanet, Keras-resnet Running  setup.py Bdist_wheel for keras-retinanet ... error complete output from command C:\programdata\anaconda3\python.exe-u-C "Import Setuptools, tokenize;__file__= ' c:\\users\\admini~1\\appdata\\local\\temp\\pip-req-build-ecoryr2p\\ setup.py '; f=getattr (tokenize, ' open ', open) (__file__); Code=f.read (). replace (' \ r \ n ', ' \ n '); F.close (); EXEC (compile (code, __file__, ' exec ')) "bdist_wheel-d C:\users\admini~1\appdata\local\temp\pip-wheel-ica_gqsh--  Python-tag cp36:running Bdist_wheel Running build running build_py creating build creating build\lib.win-amd64-3.6 Creating build\lib.win-amd64-3.6\keras_retinanet copying keras_retinanet\initializers.py build\  Lib.win-amd64-3.6\keras_retinanet copying keras_retinanet\losses.py, build\lib.win-amd64-3.6\keras_retinanet Copying keras_retinanet\__init__.py, build\lib.win-amd64-3.6\keras_retinanet creating build\lib.win-amd64-3.6\ Tests copying tests\test_losses.py, build\lib.win-amd64-3.6\tests copying tests\__init__.py build\ Lib.win-amd64-3.6\tests Creating Build\lib.win-amd64-3.6\keras_retinanet\backend copying keras_retinanet\backend\ cntk_backend.py, build\lib.win-amd64-3.6\keras_retinanet\backend copying keras_retinanet\backend\common.py- > build\lib.win-amd64-3.6\keras_retinanet\backend Copying Keras_retinanet\backend\dynamic.py, build\lib.win-amd64-3.6\keras_retinanet\backend copying keras_retinanet\backend\tensorflow_backend.py Build\lib.win-amd64-3.6\keras_retinanet\backend copying keras_retinanet\backend\theano_backend.py, build \lib.win-amd64-3.6\keras_retinanet\backend copying keras_retinanet\backend\__init__.py, build\ Lib.win-amd64-3.6\keras_retinanet\backend Creating Build\lib.win-amd64-3.6\keras_retinanet\bin copying Keras_ retinanet\bin\convert_model.py, Build\lib.win-amd64-3.6\keras_retinanet\bin copying keras_retinanet\bin\ debug.py, Build\lib.win-amd64-3.6\keras_retinanet\bin copying keras_retinanet\bin\evaluate.py, build\ Lib.win-amd64-3.6\keras_retinanet\bin copying keras_retinanet\bin\train.py, Build\lib.win-amd64-3.6\keras_ Retinanet\bin copying keras_retinanet\bin\__init__.py, build\lib.win-amd64-3.6\keras_retinanet\bin creating Build\lib.win-amd64-3.6\keras_retinanet\callbacks copying keras_retinanet\callbacks\coco.py, Build\lib. win-amd64-3.6\keras_retinanet\callbacks Copying keras_retinanet\callbacks\common.py-build\lib.win-amd64-3.6 \keras_retinanet\callbacks copying keras_retinanet\callbacks\eval.py, build\lib.win-amd64-3.6\keras_retinanet  \callbacks copying keras_retinanet\callbacks\__init__.py, build\lib.win-amd64-3.6\keras_retinanet\callbacks Creating build\lib.win-amd64-3.6\keras_retinanet\layers copying keras_retinanet\layers\filter_detections.py Build\lib.win-amd64-3.6\keras_retinanet\layers copying keras_retinanet\layers\_misc.py, build\ Lib.win-amd64-3.6\keras_retinanet\layers copying keras_retinanet\layers\__init__.py, build\lib.win-amd64-3.6\ Keras_retinanet\layers Creating Build\lib.win-amd64-3.6\keras_retinanet\models copying Keras_retinanet\models\ densenet.py, build\lib.win-amd64-3.6\keras_retinanet\models copying keras_retinanet\models\mobilenet.py, Build\lib.win-amd64-3.6\keras_retinanet\models Copying keras_retinanet\models\resnet.py-buIld\lib.win-amd64-3.6\keras_retinanet\models copying keras_retinanet\models\retinanet.py, build\ Lib.win-amd64-3.6\keras_retinanet\models copying keras_retinanet\models\vgg.py, Build\lib.win-amd64-3.6\keras  _retinanet\models copying keras_retinanet\models\__init__.py, Build\lib.win-amd64-3.6\keras_retinanet\models Creating build\lib.win-amd64-3.6\keras_retinanet\preprocessing copying keras_retinanet\preprocessing\coco.py build\lib.win-amd64-3.6\keras_retinanet\preprocessing Copying keras_retinanet\preprocessing\csv_generator.py- > build\lib.win-amd64-3.6\keras_retinanet\preprocessing Copying keras_retinanet\preprocessing\generator.py- > build\lib.win-amd64-3.6\keras_retinanet\preprocessing Copying keras_retinanet\preprocessing\kitti.py Build\lib.win-amd64-3.6\keras_retinanet\preprocessing copying keras_retinanet\preprocessing\open_images.py Build\lib.win-amd64-3.6\keras_retinanet\preprocessing copying Keras_retinanet\preprocessing\pascal_voc.py, build\lib.win-amd64-3.6\keras_retinanet\preprocessing copying keras_retinanet\preprocessing\__init__. PY-Build\lib.win-amd64-3.6\keras_retinanet\preprocessing Creating build\lib.win-amd64-3.6\keras_retinanet\ Utils copying keras_retinanet\utils\anchors.py, build\lib.win-amd64-3.6\keras_retinanet\utils copying Keras_ retinanet\utils\coco_eval.py, build\lib.win-amd64-3.6\keras_retinanet\utils copying keras_retinanet\utils\ colors.py, build\lib.win-amd64-3.6\keras_retinanet\utils copying keras_retinanet\utils\eval.py, build\ Lib.win-amd64-3.6\keras_retinanet\utils copying keras_retinanet\utils\image.py, Build\lib.win-amd64-3.6\keras _retinanet\utils copying keras_retinanet\utils\keras_version.py, build\lib.win-amd64-3.6\keras_retinanet\ Utils copying keras_retinanet\utils\model.py, build\lib.win-amd64-3.6\keras_retinanet\utils copying Keras_ retinanet\utils\transform.py, build\lib.win-amd64-3.6\keras_retinanet\utils copying Keras_retinanet\utils\visualization.py, build\lib.win-amd64-3.6\keras_retinanet\utils copying keras_retinanet\ utils\__init__.py, build\lib.win-amd64-3.6\keras_retinanet\utils creating build\lib.win-amd64-3.6\tests\ Backend copying tests\backend\test_common.py, build\lib.win-amd64-3.6\tests\backend copying tests\backend\__ init__.py, build\lib.win-amd64-3.6\tests\backend creating build\lib.win-amd64-3.6\tests\layers copying Tests\ layers\test_filter_detections.py, build\lib.win-amd64-3.6\tests\layers copying tests\layers\test_misc.py,  Build\lib.win-amd64-3.6\tests\layers copying tests\layers\__init__.py, build\lib.win-amd64-3.6\tests\layers Creating Build\lib.win-amd64-3.6\tests\models copying tests\models\test_densenet.py build\lib.win-amd64-3.6\ Tests\models copying tests\models\test_mobilenet.py, build\lib.win-amd64-3.6\tests\models copying tests\models\ __init__.py, build\lib.win-amd64-3.6\tests\models creating BUILD\LIB.WIN-AMD64-3.6\tests\preprocessing copying tests\preprocessing\test_csv_generator.py, build\lib.win-amd64-3.6\tests\  Preprocessing copying tests\preprocessing\test_generator.py, build\lib.win-amd64-3.6\tests\preprocessing Copying tests\preprocessing\__init__.py, build\lib.win-amd64-3.6\tests\preprocessing creating build\  Lib.win-amd64-3.6\tests\utils copying tests\utils\test_transform.py, build\lib.win-amd64-3.6\tests\utils Copying tests\utils\__init__.py, build\lib.win-amd64-3.6\tests\utils running Build_ext cythoning keras_retinanet /utils/compute_overlap.pyx to keras_retinanet/utils\compute_overlap.c Building ' Keras_retinanet.utils.compute_ Overlap ' extension error:microsoft Visual C + + 14.0 is required. Get it with "Microsoft Visual C + + Build Tools": Http://landinghub.visualstudio.com/visual-cpp-build-tools------------- ---------------------------Failed Building Wheel for keras-retinanet Running setup.py clean for keras-retinanet Runnin G setup.py Bdist_wHeel for keras-resnet ... do Stored in directory:c:\users\administrator\appdata\local\pip\cache\wheels\7f\48\1e\ B0b8fdd329b2546bfe9d407d7496327bdd668d7fa0a041f809successfully built keras-resnetfailed to build Keras-retinanetinstalling collected Packages:keras-resnet, keras-retinanet Running setup.py Install for Keras-retinanet error complete output from command C:\programdata\anaconda3\python.exe-u-C "Import Setuptools, to kenize;__file__= ' c:\\users\\admini~1\\appdata\\local\\temp\\pip-req-build-ecoryr2p\\setup.py '; F=getattr ( Tokenize, ' open ', open) (__file__), Code=f.read (). replace (' \ r \ n ', ' \ n '); F.close (); Exec (compile (code, __file__, ' exec ') )) "Install--record c:\users\admini~1\appdata\local\temp\pip-record-7tdlp8uk\install-record.txt-- Single-version-externally-managed--compile--user--prefix=: Running install running build running Build_py C reating build creating build\lib.win-amd64-3.6 creating Build\lib.win-amd64-3.6\keras_retinanet copying Keras_retinanet\initializers.py, build\lib.win-amd64-3.6\keras_retinanet copying keras_retinanet\losses.py, Build\lib.win-amd64-3.6\keras_retinanet copying keras_retinanet\__init__.py, Build\lib.win-amd64-3.6\keras_    Retinanet creating build\lib.win-amd64-3.6\tests copying tests\test_losses.py-build\lib.win-amd64-3.6\tests Copying tests\__init__.py, build\lib.win-amd64-3.6\tests creating build\lib.win-amd64-3.6\keras_retinanet\ Backend copying keras_retinanet\backend\cntk_backend.py, Build\lib.win-amd64-3.6\keras_retinanet\backend copyi ng keras_retinanet\backend\common.py-Build\lib.win-amd64-3.6\keras_retinanet\backend copying keras_retinanet\ backend\dynamic.py, build\lib.win-amd64-3.6\keras_retinanet\backend copying keras_retinanet\backend\ tensorflow_backend.py, build\lib.win-amd64-3.6\keras_retinanet\backend copying Keras_retinanet\backend\theano    _backend.py-Build\lib.win-amd64-3.6\keras_retinanet\backendCopying keras_retinanet\backend\__init__.py, build\lib.win-amd64-3.6\keras_retinanet\backend creating build\ Lib.win-amd64-3.6\keras_retinanet\bin copying keras_retinanet\bin\convert_model.py, build\lib.win-amd64-3.6\ Keras_retinanet\bin copying keras_retinanet\bin\debug.py, build\lib.win-amd64-3.6\keras_retinanet\bin copying K eras_retinanet\bin\evaluate.py, Build\lib.win-amd64-3.6\keras_retinanet\bin copying keras_retinanet\bin\ train.py, Build\lib.win-amd64-3.6\keras_retinanet\bin copying keras_retinanet\bin\__init__.py, build\ Lib.win-amd64-3.6\keras_retinanet\bin Creating build\lib.win-amd64-3.6\keras_retinanet\callbacks copying Keras_ retinanet\callbacks\coco.py, build\lib.win-amd64-3.6\keras_retinanet\callbacks copying keras_retinanet\ callbacks\common.py, build\lib.win-amd64-3.6\keras_retinanet\callbacks copying keras_retinanet\callbacks\ eval.py, build\lib.win-amd64-3.6\keras_retinanet\callbacks copying Keras_retinanet\callbacks\__init__.py, build\lib.win-amd64-3.6\keras_retinanet\callbacks creating build\ Lib.win-amd64-3.6\keras_retinanet\layers copying keras_retinanet\layers\filter_detections.py, build\ Lib.win-amd64-3.6\keras_retinanet\layers copying keras_retinanet\layers\_misc.py, build\lib.win-amd64-3.6\ Keras_retinanet\layers copying keras_retinanet\layers\__init__.py, build\lib.win-amd64-3.6\keras_retinanet\ Layers creating Build\lib.win-amd64-3.6\keras_retinanet\models copying keras_retinanet\models\densenet.py-Buil D\lib.win-amd64-3.6\keras_retinanet\models copying keras_retinanet\models\mobilenet.py, build\ Lib.win-amd64-3.6\keras_retinanet\models copying keras_retinanet\models\resnet.py, build\lib.win-amd64-3.6\ Keras_retinanet\models copying keras_retinanet\models\retinanet.py, build\lib.win-amd64-3.6\keras_retinanet\ Models copying keras_retinanet\models\vgg.py, Build\lib.win-amd64-3.6\keras_retinanet\models    Copying keras_retinanet\models\__init__.py, build\lib.win-amd64-3.6\keras_retinanet\models creating Build\lib. win-amd64-3.6\keras_retinanet\preprocessing copying keras_retinanet\preprocessing\coco.py, build\ Lib.win-amd64-3.6\keras_retinanet\preprocessing Copying keras_retinanet\preprocessing\csv_generator.py-Build \lib.win-amd64-3.6\keras_retinanet\preprocessing copying keras_retinanet\preprocessing\generator.py, build\ lib.win-amd64-3.6\keras_retinanet\preprocessing copying keras_retinanet\preprocessing\kitti.py, build\ lib.win-amd64-3.6\keras_retinanet\preprocessing copying keras_retinanet\preprocessing\open_images.py, build\ lib.win-amd64-3.6\keras_retinanet\preprocessing copying keras_retinanet\preprocessing\pascal_voc.py, build\ lib.win-amd64-3.6\keras_retinanet\preprocessing copying keras_retinanet\preprocessing\__init__.py, build\ Lib.win-amd64-3.6\keras_retinanet\preprocessing Creating Build\lib.win-amd64-3.6\kerAs_retinanet\utils copying keras_retinanet\utils\anchors.py, build\lib.win-amd64-3.6\keras_retinanet\utils cop Ying keras_retinanet\utils\coco_eval.py, build\lib.win-amd64-3.6\keras_retinanet\utils copying keras_retinanet \utils\colors.py, build\lib.win-amd64-3.6\keras_retinanet\utils copying keras_retinanet\utils\eval.py, Build\lib.win-amd64-3.6\keras_retinanet\utils copying keras_retinanet\utils\image.py, build\lib.win-amd64-3.6 \keras_retinanet\utils copying keras_retinanet\utils\keras_version.py, Build\lib.win-amd64-3.6\keras_ Retinanet\utils copying keras_retinanet\utils\model.py, build\lib.win-amd64-3.6\keras_retinanet\utils copying K eras_retinanet\utils\transform.py, build\lib.win-amd64-3.6\keras_retinanet\utils copying keras_retinanet\ utils\visualization.py, build\lib.win-amd64-3.6\keras_retinanet\utils copying keras_retinanet\utils\__init__. PY-Build\lib.win-amd64-3.6\keras_retinanet\utils creatingBuild\lib.win-amd64-3.6\tests\backend copying tests\backend\test_common.py, build\lib.win-amd64-3.6\tests\ Backend copying tests\backend\__init__.py, build\lib.win-amd64-3.6\tests\backend creating build\lib.win-amd64-3 .6\tests\layers copying tests\layers\test_filter_detections.py, build\lib.win-amd64-3.6\tests\layers copying Te sts\layers\test_misc.py, build\lib.win-amd64-3.6\tests\layers copying tests\layers\__init__.py, build\ Lib.win-amd64-3.6\tests\layers Creating Build\lib.win-amd64-3.6\tests\models copying tests\models\test_densenet.py Build\lib.win-amd64-3.6\tests\models copying tests\models\test_mobilenet.py, build\lib.win-amd64-3.6\ Tests\models copying tests\models\__init__.py, build\lib.win-amd64-3.6\tests\models creating BUILD\LIB.WIN-AMD6 4-3.6\tests\preprocessing copying tests\preprocessing\test_csv_generator.py, build\lib.win-amd64-3.6\tests\ Preprocessing copying Tests\preprocessing\test_generator.py, build\lib.win-amd64-3.6\tests\preprocessing copying tests\preprocessing\__init__.py, build\ Lib.win-amd64-3.6\tests\preprocessing Creating build\lib.win-amd64-3.6\tests\utils copying Tests\utils\test_ transform.py, build\lib.win-amd64-3.6\tests\utils copying tests\utils\__init__.py, build\lib.win-amd64-3.6 \tests\utils running Build_ext skipping ' keras_retinanet/utils\compute_overlap.c ' cython extension (up-to-date) b Uilding ' keras_retinanet.utils.compute_overlap ' extension error:microsoft Visual C + + 14.0 is required. Get it with "Microsoft Visual C + + Build Tools": Http://landinghub.visualstudio.com/visual-cpp-build-tools------------- ---------------------------Command "C:\programdata\anaconda3\python.exe-u-C" Import Setuptools, tokenize;__file__= ' c:\\users\\admini~1\\appdata\\local\\temp\\pip-req-build-ecoryr2p\\setup.py '; f=getattr (tokenize, ' open ', open) ( __FILE__); Code=f.read (). replace (' \ r \ n ', ' \ n '); F.close (); Exec (compile (code, __file__, ' exec ')) "Install--record c:\users\admini~1\appdata\local\temp\pip-record-7tdlp8uk\install-record.txt-- single-version-externally-managed--compile--user--prefix= "failed with error code 1 in c:\users\admini~1\appdata\ local\temp\pip-req-build-ecoryr2p

Microsoft Visual C + + 14.0 is an issue that can be installed in Microsoft Visual C + + 14.0 To resolve, click this link to download, download after installation, and successfully install Keras retinanet GitHub project.

Keras retinanet GitHub Project installation