--- a/README.md
+++ b/README.md
@@ -1,46 +1,46 @@
-# Lung Cancer Analyzation Website
-
-A website that predicts the probability of Patient's Lung Cancer Status according to given 15 Parameters.
-```
-'AGE','GENDER', 'ANXIETY','COUGHING', 'SMOKING', 'WHEEZING','YELLOW_FINGERS',
-'PEER_PRESSURE', 'CHRONIC DISEASE', 'FATIGUE ',
-'ALCOHOL CONSUMING', 'SHORTNESS OF BREATH','ALLERGY ',
-'SWALLOWING DIFFICULTY', 'CHEST PAIN' .
-```
-Using these parameters output predicts the particular patient is disease or Not.
-Instructions for Pycharm :
-1) In project , add the forest html file in the templates folder
-2) In the static folder add the css and js file for css js elements to work on webpage.Get it from here : https://materializecss.com/getting-started.html
-
-## Prerequistis for run the System
-```
-1) Python 3.7.X >
-2) Pycharm Community Edition (Optional but Having this Convenient)
-```
-## Implementing the System
-
-1) Training the Lung Cancer notebook with given Csv File
-```
-Lung Cancer Prediction.ipynb
-```
-2) Create the Pickle file for the Prediction Analysis
-```
-Lung_Cancer.pkl
-```
-3) Installing Environment requirements
-```
-Using requirements.txt
-```
-
-## Deployment of the Application
-1) Run this Command in your cmd for depolyment of flask
-```
-python app.py
-```
-## UI of the Application
-![Initial GUI](https://github.com/Pandula1234/Lung-Cancer-Project/blob/main/static/Interface1.PNG)
-
-## Final Result
-![Final Result](https://github.com/Pandula1234/Lung-Cancer-Project/blob/main/static/Interface2.PNG)
-
-
+# Lung Cancer Analyzation Website
+
+A website that predicts the probability of Patient's Lung Cancer Status according to given 15 Parameters.
+```
+'AGE','GENDER', 'ANXIETY','COUGHING', 'SMOKING', 'WHEEZING','YELLOW_FINGERS',
+'PEER_PRESSURE', 'CHRONIC DISEASE', 'FATIGUE ',
+'ALCOHOL CONSUMING', 'SHORTNESS OF BREATH','ALLERGY ',
+'SWALLOWING DIFFICULTY', 'CHEST PAIN' .
+```
+Using these parameters output predicts the particular patient is disease or Not.
+Instructions for Pycharm :
+1) In project , add the forest html file in the templates folder
+2) In the static folder add the css and js file for css js elements to work on webpage.Get it from here : https://materializecss.com/getting-started.html
+
+## Prerequistis for run the System
+```
+1) Python 3.7.X >
+2) Pycharm Community Edition (Optional but Having this Convenient)
+```
+## Implementing the System
+
+1) Training the Lung Cancer notebook with given Csv File
+```
+Lung Cancer Prediction.ipynb
+```
+2) Create the Pickle file for the Prediction Analysis
+```
+Lung_Cancer.pkl
+```
+3) Installing Environment requirements
+```
+Using requirements.txt
+```
+
+## Deployment of the Application
+1) Run this Command in your cmd for depolyment of flask
+```
+python app.py
+```
+## UI of the Application
+![Initial GUI](https://github.com/Pandula1234/Lung-Cancer-Project/blob/main/static/Interface1.PNG?raw=true)
+
+## Final Result
+![Final Result](https://github.com/Pandula1234/Lung-Cancer-Project/blob/main/static/Interface2.PNG?raw=true)
+
+