diff --git a/README.md b/README.md
index 10edd78..6a59cee 100644
--- a/README.md
+++ b/README.md
@@ -13,6 +13,8 @@ Attempt to use [DVC](https://dvc.ai/), a data versioning tool, to track image cl
     * conda env yaml to run this repo
 * **utils**
   * house pre-built functions
+* **dvclive**
+  * training and evaluation reports generated by dvclive
 
 # Files
 
@@ -22,5 +24,7 @@ Attempt to use [DVC](https://dvc.ai/), a data versioning tool, to track image cl
   * try to train a small neural network
 * **evaluate.py**
   * evaluate trained model with some metrics
+* **params.yaml**
+  * house all parameters used in experiment
 
 ###### tags: `DVC`
\ No newline at end of file