Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub / aaliyahfiala42 / DATA515-Brain-Scan-Classification
This repository covers a brain scan tumor classification project for the University of Washington DATA 515 course. In our project we train a CNN to predict if a MRI scan (.jpg, .png, .jpeg) is tumorous or not.
Stars: 8
Forks: 6
Open Issues: 0
License: mit
Language: Python
Repo Size: 152 MB
Dependencies:
76
Created: over 3 years ago
Updated: 11 months ago
Last pushed: about 3 years ago
Last synced: 11 months ago
Topics: classification, cnn-keras, github-page, machine-learning, tumor
Files
Loading...
Readme
Loading...
Dependencies
Dockerfile
docker
- python 3.8.1 build
requirements.txt
pypi
- Brotli ==1.0.9
- Flask ==1.1.2
- Flask-Compress ==1.8.0
- Jinja2 ==2.11.2
- Keras-Preprocessing ==1.1.2
- Markdown ==3.3.3
- MarkupSafe ==1.1.1
- Pillow ==8.0.1
- PyYAML ==5.3.1
- Werkzeug ==1.0.1
- absl-py ==0.11.0
- astunparse ==1.6.3
- bokeh ==2.2.3
- cachetools ==4.2.1
- certifi ==2020.6.20
- chardet ==3.0.4
- chromedriver-install ==1.0.3
- click ==7.1.2
- cycler ==0.10.0
- dash ==1.17.0
- dash-core-components ==1.13.0
- dash-html-components ==1.1.1
- dash-renderer ==1.8.3
- dash-table ==4.11.0
- flake8 ==3.8.4
- flatbuffers ==1.12
- future ==0.18.2
- gast ==0.3.3
- google-auth ==1.25.0
- google-auth-oauthlib ==0.4.2
- google-pasta ==0.2.0
- grpcio ==1.32.0
- h5py ==2.10.0
- idna ==2.10
- itsdangerous ==1.1.0
- kiwisolver ==1.2.0
- matplotlib ==3.3.2
- mccabe ==0.6.1
- nibabel ==3.2.1
- numpy ==1.19.2
- oauthlib ==3.1.0
- opencv-python ==4.1.2.30
- opt-einsum ==3.3.0
- packaging ==20.4
- pandas ==1.1.3
- plotly ==4.11.0
- protobuf ==3.14.0
- psutil ==5.7.2
- pyasn1 ==0.4.8
- pyasn1-modules ==0.2.8
- pycodestyle ==2.6.0
- pycodestyle-magic ==0.5
- pyderman ==2.0.0
- pyflakes ==2.2.0
- pyparsing ==2.4.7
- python-dateutil ==2.8.1
- pytz ==2020.1
- requests ==2.24.0
- requests-oauthlib ==1.3.0
- retrying ==1.3.3
- rsa ==4.7
- scipy ==1.5.3
- seaborn ==0.11.0
- selenium ==3.141.0
- six ==1.15.0
- sklearn ==0.0
- tensorboard ==2.4.1
- tensorboard-plugin-wit ==1.8.0
- tensorflow ==2.4.1
- tensorflow-estimator ==2.4.0
- termcolor ==1.1.0
- tornado ==6.0.4
- typing-extensions ==3.7.4.3
- urllib3 ==1.25.11
- wrapt ==1.12.1