diff --git a/python/examples/pipeline/PaddleDetection/faster_rcnn/README.md b/python/examples/pipeline/PaddleDetection/faster_rcnn/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..4d242be2f3f7550c3bb64053a5689894a6b2c76c
--- /dev/null
+++ b/python/examples/pipeline/PaddleDetection/faster_rcnn/README.md
@@ -0,0 +1,18 @@
+# Faster RCNN model on Pipeline Paddle Serving
+
+### Get The Faster RCNN Model
+```
+wget --no-check-certificate https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/faster_rcnn_r50_fpn_1x_coco.tar
+```
+
+### Start the service
+```
+tar xf faster_rcnn_r50_fpn_1x_coco.tar
+python web_service.py
+```
+
+### Perform prediction
+
+```
+python pipeline_http_client.py
+```
diff --git a/python/examples/pipeline/PaddleDetection/ppyolo_mbv3/README.md b/python/examples/pipeline/PaddleDetection/ppyolo_mbv3/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..a37ca74056fb9dcd4a609f87f914e1ac71df070d
--- /dev/null
+++ b/python/examples/pipeline/PaddleDetection/ppyolo_mbv3/README.md
@@ -0,0 +1,20 @@
+# PPYOLO model on Pipeline Paddle Serving
+
+([简体中文](./README_CN.md)|English)
+
+### Get Model
+```
+wget --no-check-certificate https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/ppyolo_mbv3_large_coco.tar
+```
+
+### Start the service
+```
+tar xf ppyolo_mbv3_large_coco.tar
+python web_service.py
+```
+
+### Perform prediction
+```
+python pipeline_http_client.py
+```
+
diff --git a/python/examples/pipeline/PaddleDetection/yolov3/README.md b/python/examples/pipeline/PaddleDetection/yolov3/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..1a1431a2a90d404c23728e5515c00aebce0fa4a7
--- /dev/null
+++ b/python/examples/pipeline/PaddleDetection/yolov3/README.md
@@ -0,0 +1,20 @@
+# YOLOv3 model on Pipeline Paddle Serving
+
+([简体中文](./README_CN.md)|English)
+
+### Get Model
+```
+wget --no-check-certificate https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/yolov3_darknet53_270e_coco.tar
+```
+
+### Start the service
+```
+tar xf yolov3_darknet53_270e_coco.tar
+python web_service.py
+```
+
+### Perform prediction
+```
+python pipeline_http_client.py
+```
+