Update README.md

README.md

@@ -31,15 +31,11 @@ To manually generate annotations, run the following.
 ```
    $ python annotate_images.py --datadir <path/to/image/directory> --savedir <path/to/output/directory> --large_image <yes/no> --anno_img_depth <depth_of_annotated_image --downsize_factor <scaling_factor_for_large_images>
 ```
-To correct existing annotations, run the following. 
-Perform segmentation(optional)
-```
-   $ python perform_simple_segmentation.py --datadir <path/to/image/directory> --annodir <path/to/annoated/images> --userannodir <path/to/output/directory> --large_image <True/False> --anno_img_depth <depth_of_annotated_image --downsize_factor <scaling_factor_for_large_images>
-```
-
-To correct segmented labels, use the following. 
+To correct existing annotations, first perform segmentation(optional) and correct segmented labels. 
 ```
+   $ python perform_simple_segmentation.py --datadir <path/to/image/directory> --savedir <path/to/output/directory>
    $ python correct_annotation.py --datadir <path/to/image/directory> --annodir <path/to/annotated/image/directory> --userannodir <path/to/output/directory> --large_image <yes/no> --anno_img_depth <depth_of_annotated_image --downsize_factor <scaling_factor_for_large_images>
 ```
-
 TO DO: add functions for model based instace segmentation
+
+