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GitHub / bhimrazy / Otitis-Media-Detection-Using-Deep-Transfer-Learning
Otitis Media Detection using Transfer Learning is a deep learning technique that uses pre-trained models to quickly and accurately diagnose middle ear infections.
Stars: 0
Forks: 0
Open Issues: 0
License: mit
Language: Jupyter Notebook
Repo Size: 70.5 MB
Dependencies:
489
Created: almost 2 years ago
Updated: 3 months ago
Last pushed: 3 months ago
Last synced: 15 days ago
Topics: ear-disease-prediction, fastapi, healthcare-application, nextjs, pytorch, tailwindcss
Files
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Readme
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Dependencies
- @types/cookie ^0.5.1 development
- autoprefixer ^10.4.13 development
- postcss ^8.4.21 development
- tailwindcss ^3.2.4 development
- @headlessui/react ^1.7.10
- @types/node 18.11.18
- @types/react 18.0.27
- @types/react-dom 18.0.10
- @vercel/analytics ^1.0.0
- axios ^1.2.4
- cookie ^0.5.0
- eslint 8.32.0
- eslint-config-next ^13.2.3
- next ^13.2.3
- react ^18.2.0
- react-dom ^18.2.0
- recoil ^0.7.6
- recoil-persist ^4.2.0
- swr ^2.0.3
- typescript 4.9.4
backend/docker-compose.yml
docker
- dpage/pgadmin4 latest
- postgres latest
requirements.txt
pypi
- Jinja2 ==3.1.2
- MarkupSafe ==2.1.1
- Pillow ==9.2.0
- PyYAML ==6.0
- anyio ==3.6.1
- certifi ==2022.6.15
- charset-normalizer ==2.1.0
- click ==8.1.3
- colorama ==0.4.5
- coloredlogs ==15.0.1
- fastapi ==0.79.0
- flatbuffers ==2.0
- h11 ==0.13.0
- httptools ==0.4.0
- humanfriendly ==10.0
- idna ==3.3
- mpmath ==1.2.1
- numpy ==1.23.1
- onnx ==1.12.0
- onnxruntime ==1.12.0
- packaging ==21.3
- protobuf ==3.20.1
- pydantic ==1.9.1
- pyparsing ==3.0.9
- pyreadline3 ==3.4.1
- python-dotenv ==0.20.0
- python-multipart ==0.0.5
- requests ==2.28.1
- six ==1.16.0
- sniffio ==1.2.0
- starlette ==0.19.1
- sympy ==1.10.1
- torch ==1.12.0
- torchvision ==0.13.0
- typing_extensions ==4.3.0
- urllib3 ==1.26.11
- uvicorn ==0.18.2
- watchfiles ==0.16.1
- websockets ==10.3
backend/docker/Dockerfile
docker
- python 3.10.9-slim-buster build
app/requirements.txt
pypi
- Jinja2 ==3.1.2
- MarkupSafe ==2.1.1
- Pillow ==9.2.0
- PyYAML ==6.0
- anyio ==3.6.1
- certifi ==2022.6.15
- charset-normalizer ==2.1.0
- click ==8.1.3
- colorama ==0.4.5
- coloredlogs ==15.0.1
- fastapi ==0.79.0
- flatbuffers ==2.0
- h11 ==0.13.0
- httptools ==0.4.0
- humanfriendly ==10.0
- idna ==3.3
- mpmath ==1.2.1
- numpy ==1.23.1
- onnx ==1.12.0
- onnxruntime ==1.12.0
- packaging ==21.3
- protobuf ==3.20.1
- pydantic ==1.9.1
- pyparsing ==3.0.9
- pyreadline3 ==3.4.1
- python-dotenv ==0.20.0
- python-multipart ==0.0.5
- requests ==2.28.1
- six ==1.16.0
- sniffio ==1.2.0
- starlette ==0.19.1
- sympy ==1.10.1
- torch ==1.12.0
- torchvision ==0.13.0
- typing_extensions ==4.3.0
- urllib3 ==1.26.11
- uvicorn ==0.18.2
- watchfiles ==0.16.1
- websockets ==10.3
- Mako ==1.2.4
- MarkupSafe ==2.1.2
- Pillow ==9.4.0
- PyJWT ==1.7.1
- PyYAML ==6.0
- SQLAlchemy ==1.4.46
- alembic ==1.9.2
- anyio ==3.6.2
- asyncpg ==0.27.0
- bcrypt ==4.0.1
- certifi ==2022.12.7
- charset-normalizer ==3.0.1
- click ==8.1.3
- coloredlogs ==15.0.1
- databases ==0.7.0
- dnspython ==2.3.0
- email-validator ==1.3.1
- fastapi ==0.89.1
- fastapi-jwt-auth ==0.5.0
- flatbuffers ==23.1.21
- greenlet ==2.0.1
- h11 ==0.14.0
- httptools ==0.5.0
- humanfriendly ==10.0
- idna ==3.4
- importlib-metadata ==6.0.0
- importlib-resources ==5.10.2
- mpmath ==1.2.1
- numpy ==1.24.1
- onnx ==1.13.0
- onnxruntime ==1.13.1
- packaging ==23.0
- passlib ==1.7.4
- protobuf ==3.20.3
- psycopg2-binary ==2.9.5
- pydantic ==1.10.4
- python-dotenv ==0.21.1
- python-multipart ==0.0.5
- requests ==2.28.2
- six ==1.16.0
- sniffio ==1.3.0
- starlette ==0.22.0
- sympy ==1.11.1
- torch ==1.13.1
- torchvision ==0.14.1
- typing_extensions ==4.4.0
- urllib3 ==1.26.14
- uvicorn ==0.20.0
- uvloop ==0.17.0
- watchfiles ==0.18.1
- websockets ==10.4
- zipp ==3.11.0