Object detection installation - dependency problems

TensorOverflow · July 14, 2021, 7:44am

I am trying to install the Tensorflow Object Detection API, however when i run the installation it seems to get stuck in a dependency/compability loop (running Ubuntu 20.04). This is the last part of the installation:
`
Downloading psutil-5.6.3.tar.gz (435 kB)
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Downloading psutil-5.6.2.tar.gz (432 kB)
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Downloading psutil-5.6.1.tar.gz (427 kB)
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Downloading psutil-5.6.0.tar.gz (426 kB)
|████████████████████████████████| 426 kB 11.6 MB/s

INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking

Downloading psutil-5.5.1.tar.gz (426 kB)
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Downloading psutil-5.5.0.tar.gz (425 kB)
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Downloading psutil-5.4.8.tar.gz (422 kB)
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Downloading psutil-5.4.7.tar.gz (420 kB)
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Downloading psutil-5.4.6.tar.gz (418 kB)
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Downloading psutil-5.4.5.tar.gz (418 kB)
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Downloading psutil-5.4.4.tar.gz (417 kB)
|████████████████████████████████| 417 kB 11.4 MB/s

Downloading psutil-5.4.3.tar.gz (412 kB)
|████████████████████████████████| 412 kB 11.3 MB/s

INFO: pip is looking at multiple versions of proto-plus to determine which version is compatible with other requirements. This could take a while.
Collecting proto-plus>=1.10.0

Downloading proto_plus-1.18.1-py3-none-any.whl (42 kB)
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Downloading proto_plus-1.18.0-py3-none-any.whl (42 kB)
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Downloading proto_plus-1.17.0-py3-none-any.whl (42 kB)
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Downloading proto_plus-1.16.0-py3-none-any.whl (42 kB)
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Downloading proto_plus-1.15.0-py3-none-any.whl (42 kB)
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Downloading proto_plus-1.14.2-py3-none-any.whl (42 kB)
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Downloading proto-plus-1.13.0.tar.gz (44 kB)
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INFO: pip is looking at multiple versions of proto-plus to determine which version is compatible with other requirements. This could take a while.

Downloading proto-plus-1.11.0.tar.gz (44 kB)
|████████████████████████████████| 44 kB 2.8 MB/s

Downloading proto-plus-1.10.2.tar.gz (42 kB)
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Downloading proto-plus-1.10.1.tar.gz (42 kB)
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Downloading proto-plus-1.10.0.tar.gz (24 kB)
INFO: pip is looking at multiple versions of packaging to determine which version is compatible with other requirements. This could take a while.
Collecting packaging>=14.3

Downloading packaging-20.9-py2.py3-none-any.whl (40 kB)
|████████████████████████████████| 40 kB 5.6 MB/s

INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this
`

Anyway to solve this issue?

Jessica_Metzger · July 26, 2021, 3:16pm

I had this issue when trying to install it after making the following updates to my environment:

tensorflow 2.4.1–> 2.5
python 3.7.10–> 3.8.10
Cuda toolkit 10.1–> 11.2

This was the error message:

WARNING: --use-feature=2020-resolver no longer has any effect, since it is now the default dependency resolver in pip. This will become an error in pip 21.0.
Processing /home/labuser/tlt2/Tensorflow/models/research
  DEPRECATION: A future pip version will change local packages to be built in-place without first copying to a temporary directory. We recommend you use --use-feature=in-tree-build to test your packages with this new behavior before it becomes the default.
   pip 21.3 will remove support for this functionality. You can find discussion regarding this at https://github.com/pypa/pip/issues/7555.
Collecting avro-python3
  Using cached avro-python3-1.10.2.tar.gz (38 kB)
Collecting apache-beam
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Requirement already satisfied: pillow in /home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages (from object-detection==0.1) (8.3.1)
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Requirement already satisfied: matplotlib in /home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages (from object-detection==0.1) (3.4.2)
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Requirement already satisfied: typing-extensions<3.8.0,>=3.7.0 in /home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages (from apache-beam->object-detection==0.1) (3.7.4.3)
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Requirement already satisfied: protobuf<4,>=3.12.2 in /home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages (from apache-beam->object-detection==0.1) (3.17.3)
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Requirement already satisfied: requests<3.0.0,>=2.24.0 in /home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages (from apache-beam->object-detection==0.1) (2.26.0)
Collecting fastavro<2,>=0.21.4
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Collecting crcmod<2.0,>=1.7
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Requirement already satisfied: grpcio<2,>=1.29.0 in /home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages (from apache-beam->object-detection==0.1) (1.34.1)
Collecting httplib2<0.20.0,>=0.8
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Collecting pymongo<4.0.0,>=3.8.0
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Requirement already satisfied: python-dateutil<3,>=2.8.0 in /home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages (from apache-beam->object-detection==0.1) (2.8.2)
Collecting numpy<1.21.0,>=1.14.3
  Using cached numpy-1.20.3-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (15.4 MB)
Collecting docopt
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Requirement already satisfied: pyparsing<3,>=2.4.2 in /home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages (from httplib2<0.20.0,>=0.8->apache-beam->object-detection==0.1) (2.4.7)
Requirement already satisfied: pyasn1>=0.1.7 in /home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages (from oauth2client<5,>=2.0.1->apache-beam->object-detection==0.1) (0.4.8)
Requirement already satisfied: pyasn1-modules>=0.0.5 in /home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages (from oauth2client<5,>=2.0.1->apache-beam->object-detection==0.1) (0.2.8)
Requirement already satisfied: rsa>=3.1.4 in /home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages (from oauth2client<5,>=2.0.1->apache-beam->object-detection==0.1) (4.7.2)
Requirement already satisfied: idna<4,>=2.5 in /home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages (from requests<3.0.0,>=2.24.0->apache-beam->object-detection==0.1) (3.2)
Requirement already satisfied: urllib3<1.27,>=1.21.1 in /home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages (from requests<3.0.0,>=2.24.0->apache-beam->object-detection==0.1) (1.26.6)
Requirement already satisfied: certifi>=2017.4.17 in /home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages (from requests<3.0.0,>=2.24.0->apache-beam->object-detection==0.1) (2021.5.30)
Requirement already satisfied: charset-normalizer~=2.0.0 in /home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages (from requests<3.0.0,>=2.24.0->apache-beam->object-detection==0.1) (2.0.3)
Collecting opencv-python>=4.1.0.25
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Requirement already satisfied: kiwisolver>=1.1.0 in /home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages (from lvis->object-detection==0.1) (1.3.1)
Requirement already satisfied: cycler>=0.10.0 in /home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages (from lvis->object-detection==0.1) (0.10.0)
Requirement already satisfied: setuptools>=18.0 in /home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages (from pycocotools->object-detection==0.1) (52.0.0.post20210125)
Collecting tensorflow-model-optimization>=0.4.1
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Requirement already satisfied: tensorflow>=2.5.0 in /home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages (from tf-models-official->object-detection==0.1) (2.5.0)
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Requirement already satisfied: cachetools<5.0,>=2.0.0 in /home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages (from google-auth<3.0.0dev,>=1.16.0->google-api-python-client>=1.6.7->tf-models-official->object-detection==0.1) (4.2.2)
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Requirement already satisfied: h5py~=3.1.0 in /home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages (from tensorflow>=2.5.0->tf-models-official->object-detection==0.1) (3.1.0)
INFO: pip is looking at multiple versions of pyyaml to determine which version is compatible with other requirements. This could take a while.
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INFO: pip is looking at multiple versions of pyyaml to determine which version is compatible with other requirements. This could take a while.
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INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
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INFO: pip is looking at multiple versions of psutil to determine which version is compatible with other requirements. This could take a while.
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INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
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INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
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INFO: pip is looking at multiple versions of proto-plus to determine which version is compatible with other requirements. This could take a while.
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INFO: pip is looking at multiple versions of proto-plus to determine which version is compatible with other requirements. This could take a while.
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INFO: pip is looking at multiple versions of packaging to determine which version is compatible with other requirements. This could take a while.
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INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
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  Downloading packaging-19.2-py2.py3-none-any.whl (30 kB)
  Downloading packaging-19.1-py2.py3-none-any.whl (30 kB)
Collecting attrs
  Downloading attrs-21.2.0-py2.py3-none-any.whl (53 kB)
     |████████████████████████████████| 53 kB 2.9 MB/s 
Collecting packaging>=14.3
  Downloading packaging-19.0-py2.py3-none-any.whl (26 kB)
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
  Downloading packaging-18.0-py2.py3-none-any.whl (21 kB)
  Downloading packaging-17.1-py2.py3-none-any.whl (24 kB)
  Downloading packaging-17.0-py2.py3-none-any.whl (23 kB)
  Downloading packaging-16.8-py2.py3-none-any.whl (23 kB)
  Downloading packaging-16.7-py2.py3-none-any.whl (22 kB)
  Downloading packaging-16.6-py2.py3-none-any.whl (22 kB)
  Downloading packaging-16.5-py2.py3-none-any.whl (22 kB)
  Downloading packaging-16.4-py2.py3-none-any.whl (22 kB)
  Downloading packaging-16.3-py2.py3-none-any.whl (22 kB)
  Downloading packaging-16.2-py2.py3-none-any.whl (22 kB)
  Downloading packaging-16.1-py2.py3-none-any.whl (21 kB)
  Downloading packaging-16.0-py2.py3-none-any.whl (19 kB)
  Downloading packaging-15.3-py2.py3-none-any.whl (18 kB)
  Downloading packaging-15.2-py2.py3-none-any.whl (18 kB)
  Downloading packaging-15.1-py2.py3-none-any.whl (17 kB)
  Downloading packaging-15.0-py2.py3-none-any.whl (17 kB)
  Downloading packaging-14.5-py2.py3-none-any.whl (16 kB)
  Downloading packaging-14.4-py2.py3-none-any.whl (16 kB)
  Downloading packaging-14.3-py2.py3-none-any.whl (16 kB)
INFO: pip is looking at multiple versions of kaggle to determine which version is compatible with other requirements. This could take a while.
Collecting kaggle>=1.3.9
  Downloading kaggle-1.5.10.tar.gz (59 kB)
     |████████████████████████████████| 59 kB 2.4 MB/s 
  Downloading kaggle-1.5.9.tar.gz (58 kB)
     |████████████████████████████████| 58 kB 1.4 MB/s 
Collecting slugify
  Downloading slugify-0.0.1.tar.gz (1.2 kB)
ERROR: Exception:
Traceback (most recent call last):
  File "/home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages/pip/_internal/cli/base_command.py", line 180, in _main
    status = self.run(options, args)
  File "/home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages/pip/_internal/cli/req_command.py", line 205, in wrapper
    return func(self, options, args)
  File "/home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages/pip/_internal/commands/install.py", line 318, in run
    requirement_set = resolver.resolve(
  File "/home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages/pip/_internal/resolution/resolvelib/resolver.py", line 127, in resolve
    result = self._result = resolver.resolve(
  File "/home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages/pip/_vendor/resolvelib/resolvers.py", line 473, in resolve
    state = resolution.resolve(requirements, max_rounds=max_rounds)
  File "/home/labuser/anaconda3/envs/tf/lib/python3.8/site-packages/pip/_vendor/resolvelib/resolvers.py", line 384, in resolve
    raise ResolutionTooDeep(max_rounds)
pip._vendor.resolvelib.resolvers.ResolutionTooDeep: 2000000

It took multiple hours to time out. However, it worked the next time I ran the installation command, and only took a minute. I would recommend just letting it go through the dependencies until it works out, as pip recommends.