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# Created by https://www.gitignore.io/api/macos,python,R,linux,vim,emacs,visualstudiocode,intellij
# Edit at https://www.gitignore.io/?templates=macos,python,R,linux,vim,emacs,visualstudiocode,intellij
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This is an open data science project compatible with the [Renku platform](https://renkulab.io).
Data sources are required in the following folders:
- **enhanced_preproc** - a set of preprocessed images
- **models** - trained model in `.h5` format
- **data** - a `scoring.csv` with corresponding `images/*.jpg`
In additional to the `data` folder, you may wish [to download](https://streetwise.eu-central-1.linodeobjects.com/models.zip) an extract a `models` folder into the root in order to start with pre-trained networks. Alternatively, the code used to train the networks can be found in ```scripts/NN-training.py```.
## Background
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The files generated here can be used for visualization and further processing.
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aiosignal
anyio
argon2-cffi
astor==0.8.1
astunparse==1.6.3
astor
astunparse
async-generator
async-timeout
attrs
Babel
backcall
bleach
blinker==1.4
brotlipy==0.7.0
blinker
brotlipy
cachetools
certifi==2021.10.8
certifi
cffi
charset-normalizer
click==8.0.3
click
cryptography
cycler
debugpy
decorator
defusedxml
entrypoints==0.3
entrypoints
flatbuffers
fonttools==4.25.0
fonttools
frozenlist
gast
google-auth
google-auth-oauthlib==0.4.1
google-auth-oauthlib
google-pasta
grpcio
h5py
......@@ -54,12 +54,12 @@ Markdown
MarkupSafe
matplotlib
matplotlib-inline
mistune==0.8.4
mkl-fft==1.3.1
mistune
mkl-fft
mkl-random
mkl-service==2.4.0
mkl-service
multidict
munkres==1.1.4
munkres
nbclassic
nbclient
nbconvert
......@@ -69,20 +69,20 @@ notebook
numpy
oauthlib
olefile
opencv-python==4.5.5.62
opencv-python
opt-einsum
packaging
pandocfilters
parso
pexpect
pickleshare
Pillow==8.4.0
Pillow
prometheus-client
prompt-toolkit
protobuf==3.14.0
protobuf
ptyprocess
pyasn1
pyasn1-modules==0.2.8
pyasn1-modules
pycparser
Pygments
PyJWT
......@@ -91,31 +91,31 @@ pyparsing
pyrsistent
PySocks
python-dateutil
pytz==2021.3
pytz
pyzmq
requests
requests-oauthlib==1.3.0
requests-oauthlib
rsa
scipy
Send2Trash
sip==4.19.13
sip
six
sniffio
tensorboard
tensorboard-data-server
tensorboard-plugin-wit==1.6.0
tensorboard-plugin-wit
tensorflow
tensorflow-estimator
termcolor==1.1.0
termcolor
terminado
testpath
tornado
traitlets
trueskill==0.4.5
trueskill
typing-extensions
urllib3
wcwidth
webencodings==0.5.1
webencodings
websocket-client
Werkzeug
wrapt
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