diff --git a/.gitattributes b/.gitattributes
index 28ba2d82e83291944727ab895cbf73e846ccd634..3ba47617f9edb9ca7ad26ac28020bfce35ffcf2e 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -1,3 +1,9 @@
+# eol=lf in remotes
+* text=auto
+
+# track larger files using git lfs
 *.weights filter=lfs diff=lfs merge=lfs -text
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
 weights/*.weights filter=lfs diff=lfs merge=lfs -text
 **/*.weights filter=lfs diff=lfs merge=lfs -text
diff --git a/.gitignore b/.gitignore
index 577d1422637de8a6406aedda5f7f1af3eec2f9a1..4c88b418a46a7390e55d68494774fdec0f767e66 100644
--- a/.gitignore
+++ b/.gitignore
@@ -142,5 +142,5 @@ dmypy.json
 cython_debug/
 
 # custom
-weights/
 creds.py
+creds.json
diff --git a/weights/yolov3-vattenhallen_best.weights b/weights/yolov3-vattenhallen_best.weights
new file mode 100644
index 0000000000000000000000000000000000000000..2be2b03e69d7e7ac8737e939094dfb89b469dadf
--- /dev/null
+++ b/weights/yolov3-vattenhallen_best.weights
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4c52e0a741d72314e911bc52f237c915b2fba237aebb32d1fd4c8927a9f3ff7
+size 246434628
diff --git a/weights/yolov3-veges_best.weights b/weights/yolov3-veges_best.weights
new file mode 100644
index 0000000000000000000000000000000000000000..ab34a259ce2a61e2edf207f6d0299f58b95e5318
--- /dev/null
+++ b/weights/yolov3-veges_best.weights
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37dab259468e45f107c0b1f0071c50c035e110346634b089aac8c584c71e36f1
+size 246499248