--- a
+++ b/tools/data/ucf101/download_videos.sh
@@ -0,0 +1,16 @@
+#!/usr/bin/env bash
+
+DATA_DIR="../../../data/ucf101/"
+
+if [[ ! -d "${DATA_DIR}" ]]; then
+  echo "${DATA_DIR} does not exist. Creating";
+  mkdir -p ${DATA_DIR}
+fi
+
+cd ${DATA_DIR}
+
+wget https://www.crcv.ucf.edu/datasets/human-actions/ucf101/UCF101.rar --no-check-certificate
+unrar x UCF101.rar
+mv ./UCF-101 ./videos
+
+cd "../../tools/data/ucf101"