Leukemia Detection using Inception-V3

A disease is a particular abnormal condition that negatively affects the structure or function of all or part of an organism, and that is not due to any immediate external injury. In humans, disease is often used more broadly to refer to any condition that causes pain, dysfunction, distress, social problems, or death to the person afflicted, or similar problems for those in contact with the person. Diseases such as Cancer is one which is having high mortality rate. Cancer is a disease in which some of the body’s cells grow uncontrollably and spread to other parts of the body causing death. Cancer is very hard to predict and if not predicted on time can be fatal.

The technology today is very advanced and fast. Most cancer diseases like breast cancer can be predicted. Yet there are more of cancers which cannot be predicted at an early stage or till 3rd or 4th stage of disease, Such as Lung cancer, Colon Cancer, Leukaemia (Blood Cancer). Here in our project, we are trying to analyse Leukemia a patient is having by using a medical image.

In our project “Leukemia Detection using Inception V3” we will be using microscopic images of WBC of the patients having Leukaemia of ALL type. With the help of DL methodologies, we will analyse the images and use them to train our model which will eventually predict whether the patient is having ALL, when a new image is given as input to the model.

The scope of our project is very general and only for research purpose. Till now we are just focusing of how to use Deep Learning techniques to analyses an image and further train a model using images to predict leukemia. On a long-term perspective, we will surely try to take this project to next level where cancer will be predicted on early stage and in real time.

The usefull links needed for this project:

Links to the Trained Model
1) https://drive.google.com/file/d/1AYGk7bwh_c5rrINtRwpzLsUsY0BpgBX1/view?usp=sharing
2) https://drive.google.com/file/d/1nmQXc3n8LDPO4xkup8C6yRBM34xCvW7B/view?usp=sharing

Link of the Dataset
1) https://www.kaggle.com/datasets/andrewmvd/leukemia-classification