-
Digit
-
১, ২, ৩, ৪, ৫, ৬, ৭, ৮, ৯, ০
-
Operator
-
+, -, ×, /
-
model-train-machine-learning: https://github.com/sabikrahat/bangla_handwritten_math_solver
-
back-end-django-server: https://github.com/sabikrahat/bangla_handwritten_math_solver_backend_server
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front-end-flutter-app: https://github.com/sabikrahat/bangla_handwritten_math_solver_flutter_app
- py -m pip install -r requirements.txt
- python version:
3.8.5
absl-py==1.3.0
aiohttp==3.8.3
aiosignal==1.3.1
anyio==3.6.2
appdirs==1.4.4
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
arrow==1.2.3
asttokens==2.2.1
astunparse==1.6.3
async-timeout==4.0.2
asyncer==0.0.2
attrs==22.2.0
backcall==0.2.0
beautifulsoup4==4.11.1
bleach==5.0.1
cachetools==5.2.0
certifi==2022.12.7
cffi==1.15.1
charset-normalizer==2.1.1
click==8.1.3
colorama==0.4.6
coloredlogs==15.0.1
comm==0.1.2
contourpy==1.0.6
cycler==0.11.0
debugpy==1.6.5
decorator==5.1.1
defusedxml==0.7.1
entrypoints==0.4
executing==1.2.0
fastapi==0.87.0
fastjsonschema==2.16.2
filetype==1.2.0
flatbuffers==23.1.4
fonttools==4.38.0
fqdn==1.5.1
frozenlist==1.3.3
gast==0.4.0
google-auth==2.15.0
google-auth-oauthlib==0.4.6
google-pasta==0.2.0
grpcio==1.51.1
h11==0.14.0
h5py==3.7.0
humanfriendly==10.0
idna==3.4
ImageHash==4.3.1
imageio==2.23.0
importlib-metadata==6.0.0
importlib-resources==5.10.2
imutils==0.5.4
ipykernel==6.19.4
ipython==8.8.0
ipython-genutils==0.2.0
isoduration==20.11.0
jedi==0.18.2
Jinja2==3.1.2
joblib==1.2.0
jsonpointer==2.3
jsonschema==4.17.3
jupyter-events==0.5.0
jupyter_client==7.4.8
jupyter_core==5.1.2
jupyter_server==2.0.6
jupyter_server_terminals==0.4.3
jupyterlab-pygments==0.2.2
keras==2.11.0
kiwisolver==1.4.4
libclang==14.0.6
llvmlite==0.39.1
Markdown==3.4.1
MarkupSafe==2.1.1
matplotlib==3.6.2
matplotlib-inline==0.1.6
mistune==2.0.4
mpmath==1.2.1
multidict==6.0.4
nbclassic==0.4.8
nbclient==0.7.2
nbconvert==7.2.7
nbformat==5.7.1
nest-asyncio==1.5.6
networkx==3.0
notebook==6.5.2
notebook_shim==0.2.2
numba==0.56.4
numpy==1.23.5
oauthlib==3.2.2
onnxruntime==1.13.1
opencv-contrib-python==4.7.0.68
opencv-python==4.7.0.68
opencv-python-headless==4.6.0.66
opt-einsum==3.3.0
packaging==22.0
pandas==1.5.2
pandocfilters==1.5.0
parso==0.8.3
pickleshare==0.7.5
Pillow==9.3.0
pkgutil_resolve_name==1.3.10
platformdirs==2.6.2
pooch==1.6.0
prometheus-client==0.15.0
prompt-toolkit==3.0.36
protobuf==3.19.6
psutil==5.9.4
pure-eval==0.2.2
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycparser==2.21
pydantic==1.10.4
Pygments==2.14.0
PyMatting==1.1.8
pyparsing==3.0.9
pyreadline3==3.4.1
pyrsistent==0.19.3
python-dateutil==2.8.2
python-json-logger==2.0.4
python-multipart==0.0.5
pytz==2022.7
PyWavelets==1.4.1
pywin32==305
pywinpty==2.0.10
PyYAML==6.0
pyzmq==24.0.1
rembg==2.0.30
requests==2.28.1
requests-oauthlib==1.3.1
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rsa==4.9
scikit-image==0.19.3
scikit-learn==1.2.0
scipy==1.10.0
seaborn==0.12.2
Send2Trash==1.8.0
six==1.16.0
sklearn==0.0.post1
sniffio==1.3.0
soupsieve==2.3.2.post1
stack-data==0.6.2
starlette==0.21.0
sympy==1.11.1
tensorboard==2.11.0
tensorboard-data-server==0.6.1
tensorboard-plugin-wit==1.8.1
tensorflow==2.11.0
tensorflow-estimator==2.11.0
tensorflow-intel==2.11.0
tensorflow-io-gcs-filesystem==0.29.0
termcolor==2.2.0
terminado==0.17.1
threadpoolctl==3.1.0
tifffile==2022.10.10
tinycss2==1.2.1
tk==0.1.0
tornado==6.2
tqdm==4.64.1
traitlets==5.8.0
typing_extensions==4.4.0
uri-template==1.2.0
urllib3==1.26.13
uvicorn==0.20.0
watchdog==2.1.9
wcwidth==0.2.5
webcolors==1.12
webencodings==0.5.1
websocket-client==1.4.2
Werkzeug==2.2.2
wrapt==1.14.1
yarl==1.8.2
zipp==3.11.0
