diff --git a/scripts/download_data.bat b/scripts/download_data.bat
new file mode 100644
index 0000000000..672729cba6
--- /dev/null
+++ b/scripts/download_data.bat
@@ -0,0 +1,28 @@
+@echo off
+setlocal enabledelayedexpansion
+
+if not exist "%userprofile%\.kaggle\kaggle.json" (
+  set /p USERNAME=Kaggle username: 
+  echo.
+  set /p APIKEY=Kaggle API key: 
+
+  mkdir "%userprofile%\.kaggle"
+  echo {"username":"!USERNAME!","key":"!APIKEY!"} > "%userprofile%\.kaggle\kaggle.json"
+  attrib +R "%userprofile%\.kaggle\kaggle.json"
+)
+
+pip install kaggle --upgrade
+
+kaggle competitions download -c carvana-image-masking-challenge -f train_hq.zip
+powershell Expand-Archive train_hq.zip -DestinationPath data\imgs
+move data\imgs\train_hq\* data\imgs\
+rmdir /s /q data\imgs\train_hq
+del /q train_hq.zip
+
+kaggle competitions download -c carvana-image-masking-challenge -f train_masks.zip
+powershell Expand-Archive train_masks.zip -DestinationPath data\masks
+move data\masks\train_masks\* data\masks\
+rmdir /s /q data\masks\train_masks
+del /q train_masks.zip
+
+exit /b 0