--- a +++ b/Projects/Keras/README.md @@ -0,0 +1,83 @@ +# Peter Moss Acute Myeloid & Lymphoblastic Leukemia AI Research Project +## Acute Lymphoblastic Leukemia Classifiers 2019 +### Keras Classifiers + + + + + +# Table Of Contents + +- [Introduction](#introduction) +- [DISCLAIMER](#disclaimer) +- [Projects](#projects) +- [Contributing](#contributing) + - [Contributors](#contributors) + - [Student Contributors](#student-contributors) +- [Versioning](#versioning) +- [License](#license) +- [Bugs/Issues](#bugs-issues) + + + +# Introduction +The Keras classifiers are a collection of projects that use computer vision written in Python using Keras to classify Acute Lymphoblastic Leukemia in unseen images. + + + +# DISCLAIMER +These projects should be used for research purposes only. The purpose of the projects is to show the potential of Artificial Intelligence for medical support systems such as diagnosis systems. + +Although the classifiers are accurate and show good results both on paper and in real world testing, they are not meant to be an alternative to professional medical diagnosis. + +Developers that have contributed to this repository have experience in using Artificial Intelligence for detecting certain types of cancer. They are not a doctors, medical or cancer experts. + +Dr Amita Kapoor is Associate Professor at SRCASW, University of Delhi, and teaches Neural Networks, Artificial Intelligence, Operating system, Embedded system, Computer Communication and Networking. + +Please use these systems responsibly. + + + +# Projects + +| Dataset | Project | Description | Status | Author | +| -------- | --------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | +| ALL_IDB2 | [QuantisedCode](QuantisedCode/QuantisedCode.ipynb "QuantisedCode") | A model trained to detect ALL using Keras with Tensorflow Backend, [Paper 1](https://airccj.org/CSCP/vol7/csit77505.pdf "Paper 1") and the original [Dataset 2](https://homes.di.unimi.it/scotti/all/#datasets "Dataset 2"). | Complete | [Dr Amita Kapoor](https://www.leukemiaresearchassociation.ai/team/amita-kapoor "Dr Amita Kapoor") & [Taru Jain](https://www.leukemiaresearchassociation.ai/student-program/student/taru-jain "Taru Jain") | +| ALL_IDB1 | [AllCNN](AllCNN/Paper_1/ALL_IDB1/Non_Augmented/AllCNN.ipynb "AllCNN") | A model trained to detect ALL using Keras with Tensorflow Backend, [Paper 1](https://airccj.org/CSCP/vol7/csit77505.pdf "Paper 1") and the original [Dataset 1](https://homes.di.unimi.it/scotti/all/#datasets "Dataset 1"). | Complete | [Adam Milton-Barker](https://www.leukemiaresearchassociation.ai/team/adam-milton-barker "Adam Milton-Barker") | | +| ALL_IDB2 | [AllCNN](AllCNN/Paper_1/ALL_IDB2/Non_Augmented/AllCNN.ipynb "AllCNN") | A model trained to detect ALL using Keras with Tensorflow Backend, [Paper 1](https://airccj.org/CSCP/vol7/csit77505.pdf "Paper 1") and the original [Dataset 2](https://homes.di.unimi.it/scotti/all/#datasets "Dataset 2"). | Complete | [Adam Milton-Barker](https://www.leukemiaresearchassociation.ai/team/adam-milton-barker "Adam Milton-Barker") + + + +# Contributing + +The Peter Moss Acute Myeloid & Lymphoblastic Leukemia AI Research project encourages and welcomes code contributions, bug fixes and enhancements from the Github. + +Please read the [CONTRIBUTING](../../CONTRIBUTING.md "CONTRIBUTING") document for a full guide to forking our repositories and submitting your pull requests. You will also find information about our code of conduct on this page. + +## Contributors + +- [Adam Milton-Barker](https://www.leukemiaresearchassociation.ai/team/adam-milton-barker "Adam Milton-Barker") - [Asociacion De Investigation En Inteligencia Artificial Para La Leucemia Peter Moss](https://www.leukemiaresearchassociation.ai "Asociacion De Investigation En Inteligencia Artificial Para La Leucemia Peter Moss") President & Lead Developer, Sabadell, Spain + +- [Dr Amita Kapoor](https://www.leukemiaresearchassociation.ai/team/amita-kapoor "Dr Amita Kapoor") - [Asociacion De Investigation En Inteligencia Artificial Para La Leucemia Peter Moss](https://www.leukemiaresearchassociation.ai "Asociacion De Investigation En Inteligencia Artificial Para La Leucemia Peter Moss") Student Program Team / R&D, Delhi, India + +## Students Contributors + +- [Taru Jain](https://www.leukemiaresearchassociation.ai/student-program/student/taru-jain "Taru Jain") - [Asociacion De Investigation En Inteligencia Artificial Para La Leucemia Peter Moss](https://www.leukemiaresearchassociation.ai "Asociacion De Investigation En Inteligencia Artificial Para La Leucemia Peter Moss") Student Program, Delhi, India + + + +# Versioning + +We use SemVer for versioning. For the versions available. + + + +# License + +This project is licensed under the **MIT License** - see the [LICENSE](../../LICENSE "LICENSE") file for details. + + + +# Bugs/Issues + +We use the [repo issues](../../issues "repo issues") to track bugs and general requests related to using this project.