From ae995657de753eb529cf8f24a1c4f24c6d8ebc19 Mon Sep 17 00:00:00 2001 From: Yash Maheshwari Date: Wed, 16 Sep 2020 22:10:31 +0530 Subject: [PATCH 1/3] Updated the READEME.md file --- README.md | 19 +++++++++++++++---- 1 file changed, 15 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index b6b59fc..aa531e7 100644 --- a/README.md +++ b/README.md @@ -40,20 +40,31 @@ This Project aims to provides a handy tool to utilize the power of Machine Learn 2. Clone the Repo by going to your local Git Client and pushing in the command: ```sh -https://github.com/HarshCasper/Malaria-Detection.git +git clone https://github.com/HarshCasper/Malaria-Detection.git ``` -3. Install the Packages: +3. Create a virtual environment: +```sh +python3 -m venv env +``` + +4. Activate the virtual environment: +```sh +env\Scripts\activate (on windows) +source env/bin/activate (on Mac) +``` + +5. Install the Packages: ```sh pip install -r requirements.txt ``` -4. At last, push in the command: +6. At last, push in the command: ```sh python app.py ``` -5. Go to ` http://127.0.0.1:5000/` and enjoy the application. +7. Go to ` http://127.0.0.1:5000/` and enjoy the application. ## 📜 LICENSE From d8b7b02f0134e1972f9b708ee16e06cb20c0399e Mon Sep 17 00:00:00 2001 From: "Restyled.io" Date: Wed, 16 Sep 2020 16:42:34 +0000 Subject: [PATCH 2/3] Restyled by prettier-markdown --- README.md | 48 ++++++++++++++++++++++++++++++++++-------------- 1 file changed, 34 insertions(+), 14 deletions(-) diff --git a/README.md b/README.md index aa531e7..4f6af91 100644 --- a/README.md +++ b/README.md @@ -15,56 +15,76 @@ Contributor's Hack 2020 is a program that helps students grow with **OPEN SOURCE ## 📌 Introduction -This Machine Learning Web Application utilizes a Two-Layered Convolutional Neural Network to process the Cell Images and predict if they are Malarial with an accuracy of nearly 95%. The [Dataset](https://www.dropbox.com/s/f20w7sqvxvl0p68/malaria-dataset.zip) to process the Deep Learning Algorithm is taken from the official US National Library of Medicine's NIH Website which is a repository of segmented cells from the thin blood smear slide images from the Malaria Screener research activity. +This Machine Learning Web Application utilizes a Two-Layered Convolutional +Neural Network to process the Cell Images and predict if they are Malarial with +an accuracy of nearly 95%. The +[Dataset](https://www.dropbox.com/s/f20w7sqvxvl0p68/malaria-dataset.zip) to +process the Deep Learning Algorithm is taken from the official US National +Library of Medicine's NIH Website which is a repository of segmented cells from +the thin blood smear slide images from the Malaria Screener research activity. ## 🎯 Purpose of the Project -Where malaria is not endemic any more (such as in the United States), health-care providers may not be familiar with the disease. Clinicians seeing a malaria patient may forget to consider malaria among the potential diagnoses and not order the needed diagnostic tests. Laboratorians may lack experience with malaria and fail to detect parasites when examining blood smears under the microscope. Malaria is an acute febrile illness. +Where malaria is not endemic any more (such as in the United States), +health-care providers may not be familiar with the disease. Clinicians seeing a +malaria patient may forget to consider malaria among the potential diagnoses and +not order the needed diagnostic tests. Laboratorians may lack experience with +malaria and fail to detect parasites when examining blood smears under the +microscope. Malaria is an acute febrile illness. -In a non-immune individual, symptoms usually appear 10–15 days after the infective mosquito bite. The first symptoms – fever, headache, and chills – may be mild and difficult to recognize as malaria. If not treated within 24 hours, P. falciparum malaria can progress to severe illness, often leading to death. +In a non-immune individual, symptoms usually appear 10–15 days after the +infective mosquito bite. The first symptoms – fever, headache, and chills – may +be mild and difficult to recognize as malaria. If not treated within 24 hours, +P. falciparum malaria can progress to severe illness, often leading to death. -This Project aims to provides a handy tool to utilize the power of Machine Learning and Artificial Intelligence in Binary Classification Problems where time and accuracy is the paramount objective of classification. +This Project aims to provides a handy tool to utilize the power of Machine +Learning and Artificial Intelligence in Binary Classification Problems where +time and accuracy is the paramount objective of classification. ## 🏁 Technology Stack -* [Flask](https://github.com/pallets/flask) -* [HTML](https://www.w3.org/TR/html52/) -* [CSS](https://developer.mozilla.org/en-US/docs/Web/CSS) -* [Bootstrap](https://getbootstrap.com/) -* [Tensorflow](https://www.tensorflow.org/) -* [Keras](http://keras.io/) +- [Flask](https://github.com/pallets/flask) +- [HTML](https://www.w3.org/TR/html52/) +- [CSS](https://developer.mozilla.org/en-US/docs/Web/CSS) +- [Bootstrap](https://getbootstrap.com/) +- [Tensorflow](https://www.tensorflow.org/) +- [Keras](http://keras.io/) ## 🏃‍♂️ Local Installation -1. Drop a ⭐ on the Github Repository. -2. Clone the Repo by going to your local Git Client and pushing in the command: +1. Drop a ⭐ on the Github Repository. +2. Clone the Repo by going to your local Git Client and pushing in the command: ```sh git clone https://github.com/HarshCasper/Malaria-Detection.git ``` 3. Create a virtual environment: + ```sh python3 -m venv env ``` 4. Activate the virtual environment: + ```sh env\Scripts\activate (on windows) source env/bin/activate (on Mac) ``` -5. Install the Packages: +5. Install the Packages: + ```sh pip install -r requirements.txt ``` 6. At last, push in the command: + ```sh python app.py ``` -7. Go to ` http://127.0.0.1:5000/` and enjoy the application. +7. Go to `http://127.0.0.1:5000/` and enjoy the application. ## 📜 LICENSE From 850828ab6f63d57ea1f977b5f3ad221f91c41fc1 Mon Sep 17 00:00:00 2001 From: "Restyled.io" Date: Wed, 16 Sep 2020 16:42:34 +0000 Subject: [PATCH 3/3] Restyled by whitespace --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 4f6af91..48e740c 100644 --- a/README.md +++ b/README.md @@ -1,10 +1,10 @@ -# Detecting Malaria using Deep Learning 🦟🦠 +# Detecting Malaria using Deep Learning 🦟

Logo - + Contributor's Hack 2020 is a program that helps students grow with **OPEN SOURCE**. This initiative by **HakinCodes** provides you the best platform to improve your skills and abilities by contributing to vast variety of OPEN SOURCE Projects and opportunity to interact with the mentors and the Organizing Team.