diff --git a/requirements.txt b/requirements.txt
index ae44ac2..7384077 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,300 +1,9 @@
-absl-py==0.13.0
-aioice==0.7.5
-aiortc==1.2.1
-alabaster @ file:///home/ktietz/src/ci/alabaster_1611921544520/work
-altair==4.1.0
-anaconda-client==1.7.2
-anaconda-project @ file:///tmp/build/80754af9/anaconda-project_1610472525955/work
-anyio @ file:///tmp/build/80754af9/anyio_1617783275907/work/dist
-appdirs==1.4.4
-argh==0.26.2
-argon2-cffi @ file:///tmp/build/80754af9/argon2-cffi_1613037097816/work
-asn1crypto @ file:///tmp/build/80754af9/asn1crypto_1596577642040/work
-astor==0.8.1
-astroid @ file:///tmp/build/80754af9/astroid_1613500854201/work
-astropy @ file:///tmp/build/80754af9/astropy_1617745353437/work
-astunparse==1.6.3
-async-generator @ file:///home/ktietz/src/ci/async_generator_1611927993394/work
-atomicwrites==1.4.0
-attrs @ file:///tmp/build/80754af9/attrs_1604765588209/work
-autopep8 @ file:///tmp/build/80754af9/autopep8_1615918855173/work
-av==8.0.3
-Babel @ file:///tmp/build/80754af9/babel_1607110387436/work
-backcall @ file:///home/ktietz/src/ci/backcall_1611930011877/work
-backports.shutil-get-terminal-size @ file:///tmp/build/80754af9/backports.shutil_get_terminal_size_1608222128777/work
-base58==2.1.0
-beautifulsoup4 @ file:///home/linux1/recipes/ci/beautifulsoup4_1610988766420/work
-bitarray @ file:///tmp/build/80754af9/bitarray_1618431750766/work
-bkcharts==0.2
-black==19.10b0
-bleach @ file:///tmp/build/80754af9/bleach_1612211392645/work
-blinker==1.4
-bokeh @ file:///tmp/build/80754af9/bokeh_1617824541184/work
-boto==2.49.0
-boto3==1.18.38
-botocore==1.21.38
-Bottleneck==1.3.2
-brotlipy==0.7.0
-cachetools==4.2.2
-certifi==2020.12.5
-cffi @ file:///tmp/build/80754af9/cffi_1613246945912/work
-chardet @ file:///tmp/build/80754af9/chardet_1607706746162/work
-click @ file:///home/linux1/recipes/ci/click_1610990599742/work
-cloudpickle @ file:///tmp/build/80754af9/cloudpickle_1598884132938/work
-clyent==1.2.2
-colorama @ file:///tmp/build/80754af9/colorama_1607707115595/work
-contextlib2==0.6.0.post1
-cryptography @ file:///tmp/build/80754af9/cryptography_1616769286105/work
-cycler==0.10.0
-Cython @ file:///tmp/build/80754af9/cython_1618435160151/work
-cytoolz==0.11.0
-dask @ file:///tmp/build/80754af9/dask-core_1617390489108/work
-decorator @ file:///tmp/build/80754af9/decorator_1617916966915/work
-defusedxml @ file:///tmp/build/80754af9/defusedxml_1615228127516/work
-diff-match-patch @ file:///tmp/build/80754af9/diff-match-patch_1594828741838/work
-distributed @ file:///tmp/build/80754af9/distributed_1617381497899/work
-dlib==19.22.0
-dnspython==2.1.0
-docutils @ file:///tmp/build/80754af9/docutils_1617624660125/work
-entrypoints==0.3
-enum-compat==0.0.3
-et-xmlfile==1.0.1
-face-recognition==1.3.0
-face-recognition-models==0.3.0
-fastcache==1.1.0
-filelock @ file:///home/linux1/recipes/ci/filelock_1610993975404/work
-flake8 @ file:///tmp/build/80754af9/flake8_1615834841867/work
-Flask @ file:///home/ktietz/src/ci/flask_1611932660458/work
-flatbuffers==1.12
-fsspec @ file:///tmp/build/80754af9/fsspec_1617959894824/work
-future==0.18.2
-gast==0.4.0
-gevent @ file:///tmp/build/80754af9/gevent_1616770671827/work
-gitdb==4.0.7
-GitPython==3.1.18
-glob2 @ file:///home/linux1/recipes/ci/glob2_1610991677669/work
-gmpy2==2.0.8
-google-auth==1.32.0
-google-auth-oauthlib==0.4.4
-google-crc32c==1.1.5
-google-pasta==0.2.0
-greenlet @ file:///tmp/build/80754af9/greenlet_1611957705398/work
-grpcio==1.34.1
-h5py==3.1.0
-HeapDict==1.0.1
-html5lib @ file:///tmp/build/80754af9/html5lib_1593446221756/work
-idna @ file:///home/linux1/recipes/ci/idna_1610986105248/work
-imageio @ file:///tmp/build/80754af9/imageio_1617700267927/work
-imagesize @ file:///home/ktietz/src/ci/imagesize_1611921604382/work
-importlib-metadata @ file:///tmp/build/80754af9/importlib-metadata_1617874469820/work
-imutils==0.5.4
-iniconfig @ file:///home/linux1/recipes/ci/iniconfig_1610983019677/work
-intervaltree @ file:///tmp/build/80754af9/intervaltree_1598376443606/work
-ipykernel @ file:///tmp/build/80754af9/ipykernel_1596207638929/work/dist/ipykernel-5.3.4-py3-none-any.whl
-ipython @ file:///tmp/build/80754af9/ipython_1617120885885/work
-ipython-genutils @ file:///tmp/build/80754af9/ipython_genutils_1606773439826/work
-ipywidgets @ file:///tmp/build/80754af9/ipywidgets_1610481889018/work
-isort @ file:///tmp/build/80754af9/isort_1616355431277/work
-itsdangerous @ file:///home/ktietz/src/ci/itsdangerous_1611932585308/work
-jdcal==1.4.1
-jedi @ file:///tmp/build/80754af9/jedi_1606932564285/work
-jeepney @ file:///tmp/build/80754af9/jeepney_1606148855031/work
-Jinja2 @ file:///tmp/build/80754af9/jinja2_1612213139570/work
-jmespath==0.10.0
-joblib @ file:///tmp/build/80754af9/joblib_1613502643832/work
-json5==0.9.5
-jsonschema @ file:///tmp/build/80754af9/jsonschema_1602607155483/work
-jupyter==1.0.0
-jupyter-client @ file:///tmp/build/80754af9/jupyter_client_1616770841739/work
-jupyter-console @ file:///tmp/build/80754af9/jupyter_console_1616615302928/work
-jupyter-core @ file:///tmp/build/80754af9/jupyter_core_1612213311222/work
-jupyter-packaging @ file:///tmp/build/80754af9/jupyter-packaging_1613502826984/work
-jupyter-server @ file:///tmp/build/80754af9/jupyter_server_1616083640759/work
-jupyter-tabnine==1.2.2
-jupyterlab @ file:///tmp/build/80754af9/jupyterlab_1619133235951/work
-jupyterlab-pygments @ file:///tmp/build/80754af9/jupyterlab_pygments_1601490720602/work
-jupyterlab-server @ file:///tmp/build/80754af9/jupyterlab_server_1617134334258/work
-jupyterlab-widgets @ file:///tmp/build/80754af9/jupyterlab_widgets_1609884341231/work
-keras-nightly==2.5.0.dev2021032900
-Keras-Preprocessing==1.1.2
-keyring @ file:///tmp/build/80754af9/keyring_1614616740399/work
-kiwisolver @ file:///tmp/build/80754af9/kiwisolver_1612282420641/work
-lazy-object-proxy @ file:///tmp/build/80754af9/lazy-object-proxy_1616526917483/work
-libarchive-c @ file:///tmp/build/80754af9/python-libarchive-c_1617780486945/work
-llvmlite==0.36.0
-locket==0.2.1
-lxml @ file:///tmp/build/80754af9/lxml_1616443220220/work
-Markdown==3.3.4
-MarkupSafe==1.1.1
-matplotlib @ file:///tmp/build/80754af9/matplotlib-suite_1613407855456/work
-mccabe==0.6.1
-mediapipe==0.8.6.2
-mistune==0.8.4
-mkl-fft==1.3.0
-mkl-random @ file:///tmp/build/80754af9/mkl_random_1618853849286/work
-mkl-service==2.3.0
-mock @ file:///tmp/build/80754af9/mock_1607622725907/work
-more-itertools @ file:///tmp/build/80754af9/more-itertools_1613676688952/work
-mpmath==1.2.1
-msgpack @ file:///tmp/build/80754af9/msgpack-python_1612287151062/work
-multipledispatch==0.6.0
-mypy-extensions==0.4.3
-nbclassic @ file:///tmp/build/80754af9/nbclassic_1616085367084/work
-nbclient @ file:///tmp/build/80754af9/nbclient_1614364831625/work
-nbconvert @ file:///tmp/build/80754af9/nbconvert_1601914830498/work
-nbformat @ file:///tmp/build/80754af9/nbformat_1617383369282/work
-nest-asyncio @ file:///tmp/build/80754af9/nest-asyncio_1613680548246/work
-netifaces==0.11.0
-networkx @ file:///tmp/build/80754af9/networkx_1598376031484/work
-nltk @ file:///tmp/build/80754af9/nltk_1618327084230/work
-nose @ file:///tmp/build/80754af9/nose_1606773131901/work
-notebook==6.1.6
-numexpr @ file:///tmp/build/80754af9/numexpr_1618856167419/work
+tensorflow==2.5.0
+opencv-python-headless==4.5.3.56
+tensorflow_hub==0.12.0
+streamlit==0.88.0
 numpy==1.19.5
-numpydoc @ file:///tmp/build/80754af9/numpydoc_1605117425582/work
-oauthlib==3.1.1
-olefile==0.46
-opencv-contrib-python==4.5.3.56
-opencv-python==4.5.3.56
-openpyxl @ file:///tmp/build/80754af9/openpyxl_1615411699337/work
-opt-einsum==3.3.0
-packaging @ file:///tmp/build/80754af9/packaging_1611952188834/work
-pandas==1.2.4
-pandocfilters @ file:///tmp/build/80754af9/pandocfilters_1605120460739/work
-parso==0.7.0
-partd @ file:///tmp/build/80754af9/partd_1618000087440/work
-path @ file:///tmp/build/80754af9/path_1614022220526/work
-pathlib2 @ file:///tmp/build/80754af9/pathlib2_1607024983162/work
-pathspec==0.7.0
-patsy==0.5.1
-pep8==1.7.1
-pexpect @ file:///tmp/build/80754af9/pexpect_1605563209008/work
-pickleshare @ file:///tmp/build/80754af9/pickleshare_1606932040724/work
 Pillow==8.3.1
-pkginfo==1.7.0
-pluggy @ file:///tmp/build/80754af9/pluggy_1615976321666/work
-ply==3.11
-prometheus-client @ file:///tmp/build/80754af9/prometheus_client_1618088486455/work
-prompt-toolkit @ file:///tmp/build/80754af9/prompt-toolkit_1616415428029/work
-protobuf==3.17.3
-psutil @ file:///tmp/build/80754af9/psutil_1612298023621/work
-ptyprocess @ file:///tmp/build/80754af9/ptyprocess_1609355006118/work/dist/ptyprocess-0.7.0-py2.py3-none-any.whl
-py @ file:///tmp/build/80754af9/py_1607971587848/work
-pyarrow==4.0.1
-pyasn1==0.4.8
-pyasn1-modules==0.2.8
-PyAudio==0.2.11
-pycodestyle @ file:///home/ktietz/src/ci_mi/pycodestyle_1612807597675/work
-pycosat==0.6.3
-pycparser @ file:///tmp/build/80754af9/pycparser_1594388511720/work
-pycurl==7.43.0.6
-pydeck==0.6.2
-pydocstyle @ file:///tmp/build/80754af9/pydocstyle_1616182067796/work
-pyee==8.2.2
-pyerfa @ file:///tmp/build/80754af9/pyerfa_1619390903914/work
-pyflakes @ file:///home/ktietz/src/ci_ipy2/pyflakes_1612551159640/work
-Pygments @ file:///tmp/build/80754af9/pygments_1615143339740/work
-pylibsrtp==0.6.8
-pylint @ file:///tmp/build/80754af9/pylint_1617135829881/work
-pyls-black @ file:///tmp/build/80754af9/pyls-black_1607553132291/work
-pyls-spyder @ file:///tmp/build/80754af9/pyls-spyder_1613849700860/work
-pyodbc===4.0.0-unsupported
-pyOpenSSL @ file:///tmp/build/80754af9/pyopenssl_1608057966937/work
-pyparsing @ file:///home/linux1/recipes/ci/pyparsing_1610983426697/work
-pyrsistent @ file:///tmp/build/80754af9/pyrsistent_1600141720057/work
-PySocks @ file:///tmp/build/80754af9/pysocks_1605305779399/work
-pytest==6.2.3
-python-dateutil==2.8.0
-python-jsonrpc-server @ file:///tmp/build/80754af9/python-jsonrpc-server_1600278539111/work
-python-language-server @ file:///tmp/build/80754af9/python-language-server_1607972495879/work
-pytz @ file:///tmp/build/80754af9/pytz_1612215392582/work
-pyvirtualcam==0.8.0
-PyWavelets @ file:///tmp/build/80754af9/pywavelets_1601658317819/work
-pyxdg @ file:///tmp/build/80754af9/pyxdg_1603822279816/work
-PyYAML==5.4.1
-pyzmq==20.0.0
-QDarkStyle==2.8.1
-QtAwesome @ file:///tmp/build/80754af9/qtawesome_1615991616277/work
-qtconsole @ file:///tmp/build/80754af9/qtconsole_1616775094278/work
-QtPy==1.9.0
-regex @ file:///tmp/build/80754af9/regex_1617569202463/work
-requests @ file:///tmp/build/80754af9/requests_1608241421344/work
-requests-oauthlib==1.3.0
-rope @ file:///tmp/build/80754af9/rope_1602264064449/work
-rsa==4.7.2
-Rtree @ file:///tmp/build/80754af9/rtree_1618420845272/work
-ruamel-yaml-conda @ file:///tmp/build/80754af9/ruamel_yaml_1616016699510/work
-s3transfer==0.5.0
-scikit-image==0.18.1
-scikit-learn @ file:///tmp/build/80754af9/scikit-learn_1614446682169/work
-scipy @ file:///tmp/build/80754af9/scipy_1618855647378/work
-seaborn @ file:///tmp/build/80754af9/seaborn_1608578541026/work
-SecretStorage @ file:///tmp/build/80754af9/secretstorage_1614022784285/work
-Send2Trash @ file:///tmp/build/80754af9/send2trash_1607525499227/work
-simplegeneric==0.8.1
-singledispatch @ file:///tmp/build/80754af9/singledispatch_1614366001199/work
-sip==4.19.13
-six @ file:///tmp/build/80754af9/six_1605205327372/work
-smmap==4.0.0
-sniffio @ file:///tmp/build/80754af9/sniffio_1614030475067/work
-snowballstemmer @ file:///tmp/build/80754af9/snowballstemmer_1611258885636/work
-sortedcollections @ file:///tmp/build/80754af9/sortedcollections_1611172717284/work
-sortedcontainers @ file:///tmp/build/80754af9/sortedcontainers_1606865132123/work
-soupsieve @ file:///tmp/build/80754af9/soupsieve_1616183228191/work
-Sphinx @ file:///tmp/build/80754af9/sphinx_1616268783226/work
-sphinxcontrib-applehelp @ file:///home/ktietz/src/ci/sphinxcontrib-applehelp_1611920841464/work
-sphinxcontrib-devhelp @ file:///home/ktietz/src/ci/sphinxcontrib-devhelp_1611920923094/work
-sphinxcontrib-htmlhelp @ file:///home/ktietz/src/ci/sphinxcontrib-htmlhelp_1611920974801/work
-sphinxcontrib-jsmath @ file:///home/ktietz/src/ci/sphinxcontrib-jsmath_1611920942228/work
-sphinxcontrib-qthelp @ file:///home/ktietz/src/ci/sphinxcontrib-qthelp_1611921055322/work
-sphinxcontrib-serializinghtml @ file:///home/ktietz/src/ci/sphinxcontrib-serializinghtml_1611920755253/work
-sphinxcontrib-websupport @ file:///tmp/build/80754af9/sphinxcontrib-websupport_1597081412696/work
-spyder @ file:///tmp/build/80754af9/spyder_1616775618138/work
-spyder-kernels @ file:///tmp/build/80754af9/spyder-kernels_1614030590686/work
-SQLAlchemy @ file:///tmp/build/80754af9/sqlalchemy_1618089170652/work
-statsmodels @ file:///tmp/build/80754af9/statsmodels_1614023746358/work
-streamlit==0.88.0
 streamlit-webrtc==0.28.0
-sympy @ file:///tmp/build/80754af9/sympy_1618252284338/work
-tables==3.6.1
-tblib @ file:///tmp/build/80754af9/tblib_1597928476713/work
-tensorboard==2.5.0
-tensorboard-data-server==0.6.1
-tensorboard-plugin-wit==1.8.0
-tensorflow==2.5.0
-tensorflow-estimator==2.5.0
-tensorflow-hub==0.12.0
-termcolor==1.1.0
-terminado==0.9.4
-testpath @ file:///home/ktietz/src/ci/testpath_1611930608132/work
-textdistance @ file:///tmp/build/80754af9/textdistance_1612461398012/work
-threadpoolctl @ file:///tmp/tmp9twdgx9k/threadpoolctl-2.1.0-py3-none-any.whl
-three-merge @ file:///tmp/build/80754af9/three-merge_1607553261110/work
-tifffile==2020.10.1
-toml @ file:///tmp/build/80754af9/toml_1616166611790/work
-toolz @ file:///home/linux1/recipes/ci/toolz_1610987900194/work
-tornado==5.1.1
-tqdm @ file:///tmp/build/80754af9/tqdm_1615925068909/work
-traitlets @ file:///home/ktietz/src/ci/traitlets_1611929699868/work
-typed-ast @ file:///tmp/build/80754af9/typed-ast_1610484547928/work
-typing-extensions @ file:///home/ktietz/src/ci_mi/typing_extensions_1612808209620/work
-tzlocal==2.1
-ujson @ file:///tmp/build/80754af9/ujson_1611259522456/work
-unicodecsv==0.14.1
-urllib3 @ file:///tmp/build/80754af9/urllib3_1615837158687/work
-validators==0.18.2
-watchdog @ file:///tmp/build/80754af9/watchdog_1612471027849/work
-wcwidth @ file:///tmp/build/80754af9/wcwidth_1593447189090/work
-webencodings==0.5.1
-Werkzeug @ file:///home/ktietz/src/ci/werkzeug_1611932622770/work
-widgetsnbextension==3.5.1
-wrapt==1.12.1
-wurlitzer @ file:///tmp/build/80754af9/wurlitzer_1617224664226/work
-xlrd @ file:///tmp/build/80754af9/xlrd_1608072521494/work
-XlsxWriter @ file:///tmp/build/80754af9/xlsxwriter_1617224712951/work
-xlwt==1.3.0
-yapf @ file:///tmp/build/80754af9/yapf_1615749224965/work
-zict==2.0.0
-zipp @ file:///tmp/build/80754af9/zipp_1615904174917/work
-zope.event==4.5.0
-zope.interface @ file:///tmp/build/80754af9/zope.interface_1616357211867/work
+mediapipe==0.8.7.2
+pandas==1.3.2
diff --git a/webrtc.py b/webrtc.py
index 20d1aea..594f8a1 100644
--- a/webrtc.py
+++ b/webrtc.py
@@ -3,7 +3,7 @@
 import numpy as np
 from backend import load_model, predict_custom
 import streamlit as st
-from streamlit_webrtc import VideoTransformerBase, webrtc_streamer
+from streamlit_webrtc import VideoTransformerBase, webrtc_streamer, ClientSettings
 
 model = load_model(model_path='./20210711-162248-big-one.h5')
 
@@ -46,4 +46,7 @@ def transform(self, frame):
                 
         return frame       
     
-webrtc_streamer(key="example", video_transformer_factory=VideoTransformer)
+webrtc_streamer(client_settings = ClientSettings(
+            rtc_configuration={"iceServers": [{"urls": ["stun:stun.l.google.com:19302"]}]},
+            media_stream_constraints={"video": True, "audio": False},
+        ),key="example", video_transformer_factory=VideoTransformer)