diff --git a/mmcv/model_zoo/open_mmlab.json b/mmcv/model_zoo/open_mmlab.json
index 44c24f6bfe..8311db4fee 100644
--- a/mmcv/model_zoo/open_mmlab.json
+++ b/mmcv/model_zoo/open_mmlab.json
@@ -45,5 +45,6 @@
   "resnest50": "https://download.openmmlab.com/pretrain/third_party/resnest50_d2-7497a55b.pth",
   "resnest101": "https://download.openmmlab.com/pretrain/third_party/resnest101_d2-f3b931b2.pth",
   "resnest200": "https://download.openmmlab.com/pretrain/third_party/resnest200_d2-ca88e41f.pth",
-  "darknet53": "https://download.openmmlab.com/pretrain/third_party/darknet53-a628ea1b.pth"
+  "darknet53": "https://download.openmmlab.com/pretrain/third_party/darknet53-a628ea1b.pth",
+  "mmdet/mobilenet_v2": "https://download.openmmlab.com/mmdetection/v2.0/third_party/mobilenet_v2_batch256_imagenet-ff34753d.pth"
 }