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--- a/README.md
+++ b/README.md
@@ -77,9 +77,19 @@ $ ./process_train_data video_folder train_folder
 
 To prepare the training data for the model :
 ```bash
-$ python music_processor.py train train_folder 
+$ python cnn_prepare_data.py train train_folder 
 ```
 
+Prepared data will be stored in `./data/pickles/train_data.pickle`
+
+To train the model on the prepared data :
+```bash
+$ python cnn_train.py
+```
+
+The model will be written to `./models/model.pth`
+
+
 ## Infer
 
 To execute AutoKara on a MKV video file :