ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.
MIT License
333
stars
294
forks
source link
[Project Addition]: Breast Cancer Detection using DL - with Web App #737 #756
Pull Request: Breast Cancer Detection using DL - with Web App
Description
Aim of the project: The aim of this project is to develop a Breast Cancer Detection system using Deep Learning techniques on Ultrasound images. This project includes a web application for easy access and usability.
Please do not forget to label this PR and also add Level to the issue #737.
Project Details
Name: Aditya Khamitkar
Issue No: #737
GitHub ID: TheNaiveSamosa
Email ID: thenaivesamosa@gmail.com
Identify yourself: Contributor
Project Structure
The project is structured as follows:
Model folder: Contains the trained models and Jupyter notebooks for training.
Webapp folder: Contains the Flask web application with templates and static files.
Dataset folder: Contains a README.md for performing EDA.
Documentation: Detailed README files in the root and respective folders to guide users through the project.
Features
Deep Learning Models: Implementation of models like VGG16 and MLP for breast cancer detection.
Web Application: A user-friendly web interface for uploading ultrasound images and receiving predictions.
Exploratory Data Analysis (EDA): Insights and visualizations of the dataset to understand the data better.
Checklist
[x] Implementation of deep learning models.
[x] Development of the web application.
[x] Perform EDA and document findings.
[x] Create detailed README files for guidance.
Additional Notes
The project includes comprehensive documentation to assist users in understanding and navigating through the project.
Any feedback or suggestions for improvement are welcome.
Thank you for reviewing this pull request. Looking forward to your feedback and approval.
Pull Request: Breast Cancer Detection using DL - with Web App
Description
Aim of the project: The aim of this project is to develop a Breast Cancer Detection system using Deep Learning techniques on Ultrasound images. This project includes a web application for easy access and usability.
Please do not forget to label this PR and also add Level to the issue #737.
Project Details
Project Structure
The project is structured as follows:
Features
Checklist
Additional Notes
Thank you for reviewing this pull request. Looking forward to your feedback and approval.