From ef1f9aa213a9b87fde7a1b698b5f546ed0cd21d3 Mon Sep 17 00:00:00 2001
From: Jia Guo <guojia@gmail.com>
Date: Fri, 9 Jul 2021 15:09:33 +0800
Subject: [PATCH 1/3] Update README.md

---
 examples/person_detection/README.md | 37 ++++++++++++++++++++++++++++-
 1 file changed, 36 insertions(+), 1 deletion(-)

diff --git a/examples/person_detection/README.md b/examples/person_detection/README.md
index d3dfe86..7901066 100644
--- a/examples/person_detection/README.md
+++ b/examples/person_detection/README.md
@@ -1 +1,36 @@
-# Person Detection Powered by SCRFD
+# Person Detection
+
+This person detection example is built by [SCRFD](../../detection/scrfd) approch.
+
+## Usage
+
+Firstly install insightface python library:
+
+```
+pip install -U insightface
+```
+
+and then load our person detection model by:
+
+```
+detector = insightface.model_zoo.get_model('scrfd_person_2.5g.onnx', download=True)
+detector.prepare(0, nms_thresh=0.5, input_size=(640, 640))
+```
+
+the model will be auto-downloaded from our storage server.
+
+## Detection Result:
+
+In this example, we support full-body detection and recognize the corresponding visible region in a single forward pass.
+
+Please see [scrfd_person.py](scrfd_person.py) for detail on how to visualize the results.
+
+The green bounding box shows the full-body while the blue mask indicates the visible region.
+
+<img src="https://github.com/nttstar/insightface-resources/blob/master/images/283554,c2d0000d40862ba.jpg" width="640" />
+
+<img src="https://github.com/nttstar/insightface-resources/blob/master/images/283647,18e170005675c161.jpg" width="640" />
+
+<img src="https://github.com/nttstar/insightface-resources/blob/master/images/283554,2290700005b7d575.jpg" width="640" />
+
+<img src="https://github.com/nttstar/insightface-resources/blob/master/images/283554,175820000e7255da.jpg" width="640" />

From 4fb58fbe8abbc831aa1941f6ca78f34945601912 Mon Sep 17 00:00:00 2001
From: Jia Guo <guojia@gmail.com>
Date: Fri, 9 Jul 2021 15:16:30 +0800
Subject: [PATCH 2/3] Update README.md

---
 examples/person_detection/README.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/examples/person_detection/README.md b/examples/person_detection/README.md
index 7901066..e8fa6e2 100644
--- a/examples/person_detection/README.md
+++ b/examples/person_detection/README.md
@@ -27,6 +27,8 @@ Please see [scrfd_person.py](scrfd_person.py) for detail on how to visualize the
 
 The green bounding box shows the full-body while the blue mask indicates the visible region.
 
+(We make tests on the input size of 640)
+
 <img src="https://github.com/nttstar/insightface-resources/blob/master/images/283554,c2d0000d40862ba.jpg" width="640" />
 
 <img src="https://github.com/nttstar/insightface-resources/blob/master/images/283647,18e170005675c161.jpg" width="640" />

From eeca5ff324620c7bb83597bd5e545a692be3067b Mon Sep 17 00:00:00 2001
From: Jia Guo <guojia@gmail.com>
Date: Fri, 9 Jul 2021 15:39:32 +0800
Subject: [PATCH 3/3] Update README.md

---
 README.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/README.md b/README.md
index 3ceacef..b985c60 100644
--- a/README.md
+++ b/README.md
@@ -11,6 +11,8 @@ For all main contributors, please check [contributing](#contributing).
 
 ## Top News
 
+**`2021-07-09`**: We add a [person_detection](examples/person_detection) example, trained by [SCRFD](detection/scrfd), which can be called directly by our [python-library](python-package).
+
 **`2021-06-05`**: We launch a [Masked Face Recognition Challenge & Workshop](challenges/iccv21-mfr) on ICCV 2021.
 
 **`2021-05-15`**: We released an efficient high accuracy face detection approach called [SCRFD](detection/scrfd).