This repository contains Project which was undertaken for Final Year of Engineering (UG).
-> Project title: Detection of Leukemia using Deep Learning
-> Project objectives:
(1) Collect image dataset of blood smear and predict whether the patient is suffering from cancer or not.
-> Algorithms used:
(1) Convolutional Neural Network (LeNet 5 Architecture).
-> The above mentioned CNN model is connected to a simple Web interface and is locally deployed using Flask.
-> Libraries used for CNN model:
(1) Keras
(2) cv2
(3) Numpy
(4) Scikit-Learn
(5) Matplotlib
(6) Lime
-> Tools used for Web Interface:
(1) HTML
(2) CSS
(3) Javascript
-> Link to the dataset: https://wiki.cancerimagingarchive.net/display/Public/C_NMC_2019+Dataset%3A+ALL+Challenge+dataset+of+ISBI+2019