diff --git a/README.md b/README.md
index 4dda7e3..56c49d7 100644
--- a/README.md
+++ b/README.md
@@ -8,8 +8,7 @@ This is the trainable tool that can be used to automate the categorization proce
 
 Args:
 
-`--train_dir` - directory containing positive and optionally negative images to train on
-
+`--positives` - directory containing positive images to train on
+`--negatives` - (optional) directory containing negative images to train on
 `--target_data` - path to directory containing uncategorized data
-
-`--result_dir` - path to save automatically categorized data
+`--save_to` - path to save automatically categorized data