diff --git a/environment.yml b/environment.yml
new file mode 100644
index 0000000..06f2467
--- /dev/null
+++ b/environment.yml
@@ -0,0 +1,338 @@
+name: uczenie_glebokie
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - _tflow_select=2.3.0=mkl
+  - abseil-cpp=20211102.0=h36ffca9_3
+  - absl-py=2.1.0=pyhd8ed1ab_0
+  - aiohttp=3.9.3=py310h8d17308_1
+  - aiosignal=1.3.1=pyhd8ed1ab_0
+  - alembic=1.13.1=pyhd8ed1ab_1
+  - aniso8601=9.0.1=pyhd8ed1ab_0
+  - anyio=4.3.0=pyhd8ed1ab_0
+  - aom=3.6.0=hd77b12b_0
+  - argon2-cffi=23.1.0=pyhd8ed1ab_0
+  - argon2-cffi-bindings=21.2.0=py310h8d17308_4
+  - arrow=1.3.0=pyhd8ed1ab_0
+  - arrow-cpp=11.0.0=h2c9b28c_2
+  - asttokens=2.4.1=pyhd8ed1ab_0
+  - astunparse=1.6.3=pyhd8ed1ab_0
+  - async-lru=2.0.4=pyhd8ed1ab_0
+  - async-timeout=4.0.3=pyhd8ed1ab_0
+  - attrs=23.2.0=pyh71513ae_0
+  - aws-c-common=0.4.57=ha925a31_1
+  - aws-c-event-stream=0.1.6=h7915e17_3
+  - aws-checksums=0.1.9=hb01e4cc_0
+  - aws-sdk-cpp=1.8.185=hd77b12b_0
+  - babel=2.14.0=pyhd8ed1ab_0
+  - bcrypt=4.1.3=py310hc226416_0
+  - beautifulsoup4=4.12.3=pyha770c72_0
+  - blas=1.0=mkl
+  - bleach=6.1.0=pyhd8ed1ab_0
+  - blinker=1.7.0=pyhd8ed1ab_0
+  - blosc=1.21.5=hdccc3a2_0
+  - boost-cpp=1.84.0=h6f18f0d_2
+  - bottleneck=1.3.8=py310h3e78b6c_0
+  - brotli=1.0.9=h2bbff1b_7
+  - brotli-bin=1.0.9=h2bbff1b_7
+  - brotli-python=1.0.9=py310h00ffb61_8
+  - bzip2=1.0.8=hcfcfb64_5
+  - c-ares=1.28.1=hcfcfb64_0
+  - ca-certificates=2024.2.2=h56e8100_0
+  - cached-property=1.5.2=hd8ed1ab_1
+  - cached_property=1.5.2=pyha770c72_1
+  - cachetools=5.3.3=pyhd8ed1ab_0
+  - certifi=2024.2.2=pyhd8ed1ab_0
+  - cffi=1.16.0=py310h8d17308_0
+  - cfitsio=3.470=h2bbff1b_7
+  - charls=2.2.0=h6c2663c_0
+  - charset-normalizer=3.3.2=pyhd8ed1ab_0
+  - click=8.1.7=win_pyh7428d3b_0
+  - cloudpickle=3.0.0=pyhd8ed1ab_0
+  - colorama=0.4.6=pyhd8ed1ab_0
+  - comm=0.2.2=pyhd8ed1ab_0
+  - contourpy=1.2.1=py310h232114e_0
+  - cryptography=41.0.3=py310h3438e0d_0
+  - cycler=0.12.1=pyhd8ed1ab_0
+  - dav1d=1.2.1=hcfcfb64_0
+  - debugpy=1.8.1=py310h00ffb61_0
+  - decorator=5.1.1=pyhd8ed1ab_0
+  - defusedxml=0.7.1=pyhd8ed1ab_0
+  - docker-py=7.0.0=pyhd8ed1ab_0
+  - eigen=3.4.0=h91493d7_0
+  - entrypoints=0.4=pyhd8ed1ab_0
+  - exceptiongroup=1.2.0=pyhd8ed1ab_2
+  - executing=2.0.1=pyhd8ed1ab_0
+  - ffmpeg=4.2.3=ha925a31_0
+  - flask=3.0.3=pyhd8ed1ab_0
+  - flatbuffers=24.3.25=h63175ca_0
+  - fonttools=4.51.0=py310h8d17308_0
+  - fqdn=1.5.1=pyhd8ed1ab_0
+  - freetype=2.12.1=hdaf720e_2
+  - frozenlist=1.4.1=py310h8d17308_0
+  - gast=0.4.0=pyh9f0ad1d_0
+  - gflags=2.2.2=ha925a31_1004
+  - giflib=5.2.1=h64bf75a_3
+  - gitdb=4.0.11=pyhd8ed1ab_0
+  - gitpython=3.1.43=pyhd8ed1ab_0
+  - glib=2.80.0=h39d0aa6_3
+  - glib-tools=2.80.0=h0a98069_3
+  - glog=0.5.0=h4797de2_0
+  - google-auth=2.29.0=pyhca7485f_0
+  - google-auth-oauthlib=0.4.1=py_2
+  - google-pasta=0.2.0=pyh8c360ce_0
+  - graphene=3.3=pyhd8ed1ab_0
+  - graphql-core=3.2.3=pyhd8ed1ab_0
+  - graphql-relay=3.2.0=pyhd8ed1ab_0
+  - greenlet=3.0.3=py310h00ffb61_0
+  - grpc-cpp=1.48.2=hf108199_0
+  - grpcio=1.42.0=py310hc60d5dd_0
+  - gst-plugins-base=1.18.5=h9e645db_0
+  - gstreamer=1.18.5=hd78058f_0
+  - h11=0.14.0=pyhd8ed1ab_0
+  - h2=4.1.0=pyhd8ed1ab_0
+  - h5py=3.7.0=nompi_py310h00cbb18_100
+  - hdf5=1.12.1=nompi_h2a0e4a3_104
+  - hpack=4.0.0=pyh9f0ad1d_0
+  - httpcore=1.0.5=pyhd8ed1ab_0
+  - httpx=0.27.0=pyhd8ed1ab_0
+  - hyperframe=6.0.1=pyhd8ed1ab_0
+  - icu=58.2=ha925a31_3
+  - idna=3.6=pyhd8ed1ab_0
+  - imagecodecs=2023.1.23=py310h6c6a46e_0
+  - imageio=2.34.0=pyh4b66e23_0
+  - importlib-metadata=7.1.0=pyha770c72_0
+  - importlib_metadata=7.1.0=hd8ed1ab_0
+  - importlib_resources=6.4.0=pyhd8ed1ab_0
+  - intel-openmp=2023.1.0=h59b6b97_46320
+  - ipykernel=6.29.3=pyha63f2e9_0
+  - ipython=8.22.2=pyh7428d3b_0
+  - ipywidgets=8.1.2=pyhd8ed1ab_0
+  - isoduration=20.11.0=pyhd8ed1ab_0
+  - itsdangerous=2.2.0=pyhd8ed1ab_0
+  - jedi=0.19.1=pyhd8ed1ab_0
+  - jinja2=3.1.3=pyhd8ed1ab_0
+  - joblib=1.3.2=pyhd8ed1ab_0
+  - jpeg=9e=hcfcfb64_3
+  - json5=0.9.24=pyhd8ed1ab_0
+  - jsonpointer=2.4=py310h5588dad_3
+  - jsonschema=4.21.1=pyhd8ed1ab_0
+  - jsonschema-specifications=2023.12.1=pyhd8ed1ab_0
+  - jsonschema-with-format-nongpl=4.21.1=pyhd8ed1ab_0
+  - jupyter=1.0.0=py310haa95532_9
+  - jupyter-lsp=2.2.4=pyhd8ed1ab_0
+  - jupyter_client=8.6.1=pyhd8ed1ab_0
+  - jupyter_console=6.6.3=pyhd8ed1ab_0
+  - jupyter_core=5.7.2=py310h5588dad_0
+  - jupyter_events=0.10.0=pyhd8ed1ab_0
+  - jupyter_server=2.13.0=pyhd8ed1ab_0
+  - jupyter_server_terminals=0.5.3=pyhd8ed1ab_0
+  - jupyterlab=4.1.5=pyhd8ed1ab_0
+  - jupyterlab_pygments=0.3.0=pyhd8ed1ab_1
+  - jupyterlab_server=2.25.4=pyhd8ed1ab_0
+  - jupyterlab_widgets=3.0.10=pyhd8ed1ab_0
+  - keras=2.10.0=py310haa95532_0
+  - keras-preprocessing=1.1.2=pyhd8ed1ab_0
+  - kiwisolver=1.4.5=py310h232114e_1
+  - lazy_loader=0.4=pyhd8ed1ab_0
+  - lcms2=2.12=h83e58a3_0
+  - lerc=3.0=hd77b12b_0
+  - libabseil-static=20211102.0=cxx11_h58a5ce6_3
+  - libaec=1.1.3=h63175ca_0
+  - libavif=0.11.1=h2bbff1b_0
+  - libblas=3.9.0=20_win64_mkl
+  - libboost=1.84.0=hcc118f5_2
+  - libboost-devel=1.84.0=h91493d7_2
+  - libboost-headers=1.84.0=h57928b3_2
+  - libbrotlicommon=1.0.9=h2bbff1b_7
+  - libbrotlidec=1.0.9=h2bbff1b_7
+  - libbrotlienc=1.0.9=h2bbff1b_7
+  - libcblas=3.9.0=20_win64_mkl
+  - libclang=12.0.0=default_h627e005_2
+  - libcurl=8.5.0=h86230a5_0
+  - libdeflate=1.17=h2bbff1b_1
+  - libffi=3.4.2=h8ffe710_5
+  - libglib=2.80.0=h39d0aa6_3
+  - libiconv=1.17=hcfcfb64_2
+  - libintl=0.22.5=h5728263_2
+  - libintl-devel=0.22.5=h5728263_2
+  - liblapack=3.9.0=20_win64_mkl
+  - libogg=1.3.4=h8ffe710_1
+  - libopencv=4.6.0=haa95532_5
+  - libpng=1.6.43=h19919ed_0
+  - libprotobuf=3.20.3=h12be248_0
+  - libsodium=1.0.18=h8d14728_1
+  - libsqlite=3.45.2=hcfcfb64_0
+  - libssh2=1.10.0=hcd4344a_2
+  - libthrift=0.15.0=h636ae23_1
+  - libtiff=4.5.1=hd77b12b_0
+  - libvorbis=1.3.7=h0e60522_0
+  - libwebp=1.3.2=hcfcfb64_1
+  - libwebp-base=1.3.2=hcfcfb64_0
+  - libxml2=2.10.4=h0ad7f3c_1
+  - libxslt=1.1.37=h2bbff1b_1
+  - libzlib=1.2.13=hcfcfb64_5
+  - libzopfli=1.0.3=h0e60522_0
+  - lz4-c=1.9.4=hcfcfb64_0
+  - mako=1.3.5=pyhd8ed1ab_0
+  - markdown=3.6=pyhd8ed1ab_0
+  - markupsafe=2.1.5=py310h8d17308_0
+  - matplotlib-base=3.8.3=py310hc9baf74_0
+  - matplotlib-inline=0.1.6=pyhd8ed1ab_0
+  - mistune=3.0.2=pyhd8ed1ab_0
+  - mkl=2023.2.0=h6a75c08_50497
+  - mkl-service=2.4.1=py310h49a50da_0
+  - mkl_fft=1.3.8=py310h042f14a_1
+  - mkl_random=1.2.5=py310hd199dba_1
+  - mlflow=2.12.2=h5588dad_0
+  - mlflow-skinny=2.12.2=py310h5588dad_0
+  - mlflow-ui=2.12.2=py310h5588dad_0
+  - multidict=6.0.5=py310h8d17308_0
+  - munkres=1.1.4=pyh9f0ad1d_0
+  - nbclient=0.10.0=pyhd8ed1ab_0
+  - nbconvert=7.16.3=hd8ed1ab_0
+  - nbconvert-core=7.16.3=pyhd8ed1ab_0
+  - nbconvert-pandoc=7.16.3=hd8ed1ab_0
+  - nbformat=5.10.4=pyhd8ed1ab_0
+  - nest-asyncio=1.6.0=pyhd8ed1ab_0
+  - networkx=3.3=pyhd8ed1ab_1
+  - notebook=7.1.2=pyhd8ed1ab_0
+  - notebook-shim=0.2.4=pyhd8ed1ab_0
+  - numexpr=2.9.0=mkl_py310hc26a618_0
+  - numpy=1.24.3=py310h055cbcc_1
+  - numpy-base=1.24.3=py310h65a83cf_1
+  - oauthlib=3.2.2=pyhd8ed1ab_0
+  - opencv=4.6.0=py310ha36de5b_5
+  - openjpeg=2.4.0=h4fc8c34_0
+  - openssl=1.1.1w=hcfcfb64_0
+  - opt_einsum=3.3.0=pyhc1e730c_2
+  - orc=1.7.4=h623e30f_1
+  - overrides=7.7.0=pyhd8ed1ab_0
+  - packaging=24.0=pyhd8ed1ab_0
+  - pandas=2.2.1=py310h5da7b33_0
+  - pandoc=3.1.13=h57928b3_0
+  - pandocfilters=1.5.0=pyhd8ed1ab_0
+  - paramiko=3.4.0=pyhd8ed1ab_0
+  - parso=0.8.4=pyhd8ed1ab_0
+  - pcre2=10.43=h17e33f8_0
+  - pickleshare=0.7.5=py_1003
+  - pillow=10.2.0=py310h2bbff1b_0
+  - pip=24.0=pyhd8ed1ab_0
+  - pkgutil-resolve-name=1.3.10=pyhd8ed1ab_1
+  - platformdirs=4.2.0=pyhd8ed1ab_0
+  - ply=3.11=pyhd8ed1ab_2
+  - prometheus_client=0.20.0=pyhd8ed1ab_0
+  - prometheus_flask_exporter=0.23.0=pyhd8ed1ab_0
+  - prompt-toolkit=3.0.42=pyha770c72_0
+  - prompt_toolkit=3.0.42=hd8ed1ab_0
+  - protobuf=3.20.3=py310h5588dad_1
+  - psutil=5.9.8=py310h8d17308_0
+  - pure_eval=0.2.2=pyhd8ed1ab_0
+  - py-opencv=4.6.0=haa95532_5
+  - pyarrow=11.0.0=py310h790e06d_1
+  - pyasn1=0.5.1=pyhd8ed1ab_0
+  - pyasn1-modules=0.3.0=pyhd8ed1ab_0
+  - pycparser=2.22=pyhd8ed1ab_0
+  - pygments=2.17.2=pyhd8ed1ab_0
+  - pyjwt=2.8.0=pyhd8ed1ab_1
+  - pynacl=1.5.0=py310h635b8f1_3
+  - pyopenssl=23.2.0=pyhd8ed1ab_1
+  - pyparsing=3.1.2=pyhd8ed1ab_0
+  - pyqt=5.15.10=py310hd77b12b_0
+  - pyqt5-sip=12.13.0=py310h2bbff1b_0
+  - pysocks=1.7.1=pyh0701188_6
+  - python=3.10.13=h966fe2a_0
+  - python-dateutil=2.9.0=pyhd8ed1ab_0
+  - python-fastjsonschema=2.19.1=pyhd8ed1ab_0
+  - python-flatbuffers=24.3.25=pyh59ac667_0
+  - python-json-logger=2.0.7=pyhd8ed1ab_0
+  - python-tzdata=2024.1=pyhd8ed1ab_0
+  - python_abi=3.10=2_cp310
+  - pytz=2024.1=pyhd8ed1ab_0
+  - pyu2f=0.1.5=pyhd8ed1ab_0
+  - pywin32=306=py310h00ffb61_2
+  - pywin32-on-windows=0.1.0=pyh07e9846_2
+  - pywinpty=2.0.13=py310h00ffb61_0
+  - pyyaml=6.0.1=py310h8d17308_1
+  - pyzmq=25.1.2=py310h2849c00_0
+  - qt-main=5.15.2=he8e5bd7_7
+  - qt-webengine=5.15.9=h5bd16bc_7
+  - qtconsole=5.5.1=pyhd8ed1ab_0
+  - qtconsole-base=5.5.1=pyha770c72_0
+  - qtpy=2.4.1=pyhd8ed1ab_0
+  - qtwebkit=5.212=h2bbfb41_5
+  - querystring_parser=1.2.4=py_0
+  - re2=2022.04.01=h0e60522_0
+  - referencing=0.34.0=pyhd8ed1ab_0
+  - requests=2.31.0=pyhd8ed1ab_0
+  - requests-oauthlib=2.0.0=pyhd8ed1ab_0
+  - rfc3339-validator=0.1.4=pyhd8ed1ab_0
+  - rfc3986-validator=0.1.1=pyh9f0ad1d_0
+  - rpds-py=0.18.0=py310h87d50f1_0
+  - rsa=4.9=pyhd8ed1ab_0
+  - scikit-image=0.22.0=py310h25bd2df_0
+  - scikit-learn=1.3.0=py310h4ed8f06_1
+  - scipy=1.13.0=py310hf667824_0
+  - seaborn=0.12.2=py310haa95532_0
+  - send2trash=1.8.2=pyh08f2357_0
+  - setuptools=69.2.0=pyhd8ed1ab_0
+  - sip=6.7.12=py310h00ffb61_0
+  - six=1.16.0=pyh6c4a22f_0
+  - smmap=5.0.0=pyhd8ed1ab_0
+  - snappy=1.1.10=hfb803bf_0
+  - sniffio=1.3.1=pyhd8ed1ab_0
+  - soupsieve=2.5=pyhd8ed1ab_1
+  - sqlalchemy=2.0.30=py310ha8f682b_0
+  - sqlite=3.45.2=hcfcfb64_0
+  - sqlparse=0.5.0=pyhd8ed1ab_0
+  - stack_data=0.6.2=pyhd8ed1ab_0
+  - tbb=2021.8.0=h59b6b97_0
+  - tensorboard=2.10.0=py310haa95532_0
+  - tensorboard-data-server=0.6.1=py310haa95532_0
+  - tensorboard-plugin-wit=1.8.1=pyhd8ed1ab_0
+  - tensorflow=2.10.0=mkl_py310hd99672f_0
+  - tensorflow-base=2.10.0=mkl_py310h6a7f48e_0
+  - tensorflow-estimator=2.10.0=py310haa95532_0
+  - termcolor=2.4.0=pyhd8ed1ab_0
+  - terminado=0.18.1=pyh5737063_0
+  - threadpoolctl=3.4.0=pyhc1e730c_0
+  - tifffile=2023.2.28=pyhd8ed1ab_0
+  - tinycss2=1.2.1=pyhd8ed1ab_0
+  - tk=8.6.13=h5226925_1
+  - tomli=2.0.1=pyhd8ed1ab_0
+  - tornado=6.4=py310h8d17308_0
+  - traitlets=5.14.2=pyhd8ed1ab_0
+  - types-python-dateutil=2.9.0.20240316=pyhd8ed1ab_0
+  - typing-extensions=4.11.0=hd8ed1ab_0
+  - typing_extensions=4.11.0=pyha770c72_0
+  - typing_utils=0.1.0=pyhd8ed1ab_0
+  - tzdata=2024a=h0c530f3_0
+  - ucrt=10.0.22621.0=h57928b3_0
+  - unicodedata2=15.1.0=py310h8d17308_0
+  - uri-template=1.3.0=pyhd8ed1ab_0
+  - urllib3=2.2.1=pyhd8ed1ab_0
+  - utf8proc=2.6.1=h2bbff1b_1
+  - vc=14.3=hcf57466_18
+  - vc14_runtime=14.38.33130=h82b7239_18
+  - vs2015_runtime=14.38.33130=hcb4865c_18
+  - waitress=2.1.2=pyhd8ed1ab_0
+  - wcwidth=0.2.13=pyhd8ed1ab_0
+  - webcolors=1.13=pyhd8ed1ab_0
+  - webencodings=0.5.1=pyhd8ed1ab_2
+  - websocket-client=1.7.0=pyhd8ed1ab_0
+  - werkzeug=3.0.2=pyhd8ed1ab_0
+  - wheel=0.43.0=pyhd8ed1ab_1
+  - widgetsnbextension=4.0.10=pyhd8ed1ab_0
+  - win_inet_pton=1.1.0=pyhd8ed1ab_6
+  - winpty=0.4.3=4
+  - wrapt=1.16.0=py310h8d17308_0
+  - xz=5.4.6=h8cc25b3_0
+  - yaml=0.2.5=h8ffe710_2
+  - yarl=1.9.4=py310h8d17308_0
+  - zeromq=4.3.5=h63175ca_1
+  - zfp=1.0.1=h63175ca_0
+  - zipp=3.17.0=pyhd8ed1ab_0
+  - zlib=1.2.13=hcfcfb64_5
+  - zstd=1.5.5=h12be248_0
+prefix: C:\Users\adamw\.conda\envs\uczenie_glebokie