diff --git a/download_data.sh b/download_data.sh
new file mode 100644
index 0000000..a936c41
--- /dev/null
+++ b/download_data.sh
@@ -0,0 +1,18 @@
+USERNAME=$1
+APIKEY=$2
+
+pip install kaggle --upgrade
+mkdir -p ~/.kaggle
+echo "{\"username\":\"$USERNAME\",\"key\":\"$APIKEY\"}" > ~/.kaggle/kaggle.json
+
+kaggle competitions download -c carvana-image-masking-challenge -f train_hq.zip
+unzip train_hq.zip
+mv train_hq/* data/imgs/
+rm -d train_hq
+rm train_hq.zip
+
+kaggle competitions download -c carvana-image-masking-challenge -f train_masks.zip
+unzip train_masks.zip
+mv train_masks/* data/masks/
+rm -d train_masks
+rm train_masks.zip
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