Update README.md

README.md

@@ -2,10 +2,21 @@
 license: apache-2.0
 ---
 # Handwriting-Removal-DIS
+My effort into improving handwriting removal throught the new [DIS (Dichotomous Image Segmentation)](https://github.com/xuebinqin/DIS)
 
-*NOTE: THIS IS A CLONE README FROM THE [ORIGINAL GITHUB REPO](https://github.com/ivanhe123/Handwriting-Removal-DIS/)*
+## Inference
 
-My effort into improving handwriting removal throught the new DIS (Dichotomous Image Segmentation)
+1. Clone the DIS github:
+
+```cmd
+git clone https://github.com/xuebinqin/DIS
+```
+
+2. Install the requirements via ```pip install -r requirements.txt```
+
+3. Replace ```Inference.py``` in the cloned DIS folder to the ```Inference.py``` of this repository.
+
+4. Change the paths according to your own application.
 
 ## Related Research
 AndSonder has also done research and experimentaion on the same subject but using deeplabv3+ to segment the handwriting.
@@ -56,5 +67,3 @@ The code that was used to generate the dataset in the Huggingface Repo is ```cre
 ## Training
 
 I used the ```train_valid_inference_main.py``` from [DIS](https://github.com/xuebinqin/DIS) with my own dataset and training batch size.
-
-You can scale the batch size up if you have enough memory.