Update README.md

README.md

@@ -37,18 +37,18 @@ python app.py
 2.We provide two forms of segmentation results for download at ③.
 ![alt text](img/app.png)
 
-
-***Creating a Dataset***
+***Train and Test***
+1. ***Creating a Dataset***
 
 Here is an example if you want to make own dataset.
 
-1. Directory structure of the dataset:
+① Directory structure of the dataset:
 <pre>
    📁 CVRPDataset/
    ├─📁 images/
    └─📁 labelme_jsons/
 </pre>
-1. Convert labelme files to mask:
+② Convert labelme files to mask:
    ```bash
    python run/labelme2mask.py
    ```
@@ -58,7 +58,7 @@ Here is an example if you want to make own dataset.
    ├─📁 img_dir/
    └─📁 ann_dir/
 </pre>
-1. Split the training set and test set.
+③ Split the training set and test set.
    ```bash
    python run/split_dataset.py
    ```
@@ -76,7 +76,7 @@ Here is an example if you want to make own dataset.
 
    You can download our training set and validation set [here](http://61.155.111.202:18080/cvrp).
 
-***Dataset Configs***
+2. ***Dataset Configs***
 
 ```bash
 pip install -r run/requirements.txt
@@ -88,7 +88,7 @@ cd ../../configs/_base_/datasets
 wget https://huggingface.co/CVRPDataset/Model/resolve/main/dataset_configs/CVRP_pipeline.py
 ```
 If you want to register your own dataset, 
-1. Import and register datasets in `mmseg/datasets/__init__.py`
+① Import and register datasets in `mmseg/datasets/__init__.py`
    ```python
    from .CVRP import CVRPDataset
    ```
@@ -97,7 +97,7 @@ If you want to register your own dataset,
    # other datasets
    __all__ = ['CVRPDataset']
    ```
-2. Register dataset class in `mmseg/datasets/CVRP.py'
+② Register dataset class in `mmseg/datasets/CVRP.py'
    ```python
    class CVRPDataset(BaseSegDataset):
     METAINFO = {
@@ -106,7 +106,7 @@ If you want to register your own dataset,
     }
    ```
    
-3. Modify pipeline of data process in `config/_base_/CVRP_pipeline.py`
+③ Modify pipeline of data process in `config/_base_/CVRP_pipeline.py`
    ```python
    dataset_type = 'CVRPDataset' 
     data_root = 'CVRPDataset/'
@@ -121,7 +121,7 @@ If you want to register your own dataset,
 
    
 
-***Model Configs***
+3. ***Model Configs***
 
 You can generate model config files using *run_configs.py*
 
@@ -142,7 +142,7 @@ cd CVRP_configs
 wget https://huggingface.co/CVRPDataset/Model/resolve/main/model_configs/CVRP_mask2former.py
  ```
 
-***Train***
+4. ***Train***
 ```bash
 cd mmsegmentation 
 python tools/train.py CVRP_configs/CVRP_mask2former.py
@@ -155,7 +155,7 @@ cd CVRP_mask2former
 wget https://huggingface.co/CVRPDataset/Model/resolve/main/checkpoint/Mask2Former.pth
 ```
 
-***Test***
+5. ***Test***
 ```bash
 python ../run/test.py -d CVRPDataset/val -m CVRP_configs/CVRP_mask2former.py -pth work_dirs/CVRP_mask2former/Mask2Former.pth -o outputs/CVRP_mask2former
 ```