diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt
index 5501751da..794924cc8 100644
--- a/src/CMakeLists.txt
+++ b/src/CMakeLists.txt
@@ -216,6 +216,7 @@ ncnn_add_layer(HardSigmoid)
 ncnn_add_layer(SELU)
 ncnn_add_layer(HardSwish)
 ncnn_add_layer(Noop)
+ncnn_add_layer(PixelShuffle)
 
 if(NCNN_VULKAN)
     ncnn_add_shader(${CMAKE_CURRENT_SOURCE_DIR}/convert_ycbcr.comp)
diff --git a/src/layer/pixelshuffle.cpp b/src/layer/pixelshuffle.cpp
new file mode 100644
index 000000000..ed097adc8
--- /dev/null
+++ b/src/layer/pixelshuffle.cpp
@@ -0,0 +1,78 @@
+// Tencent is pleased to support the open source community by making ncnn available.
+//
+// Copyright (C) 2020 THL A29 Limited, a Tencent company. All rights reserved.
+//
+// Licensed under the BSD 3-Clause License (the "License"); you may not use this file except
+// in compliance with the License. You may obtain a copy of the License at
+//
+// https://opensource.org/licenses/BSD-3-Clause
+//
+// Unless required by applicable law or agreed to in writing, software distributed
+// under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR
+// CONDITIONS OF ANY KIND, either express or implied. See the License for the
+// specific language governing permissions and limitations under the License.
+
+#include "pixelshuffle.h"
+
+namespace ncnn {
+
+DEFINE_LAYER_CREATOR(PixelShuffle)
+
+PixelShuffle::PixelShuffle()
+{
+    one_blob_only = true;
+    support_inplace = false;
+}
+
+int PixelShuffle::load_param(const ParamDict& pd)
+{
+    upscale_factor = pd.get(0, 1);
+
+    return 0;
+}
+
+int PixelShuffle::forward(const Mat& bottom_blob, Mat& top_blob, const Option& opt) const
+{
+    int w = bottom_blob.w;
+    int h = bottom_blob.h;
+    int channels = bottom_blob.c;
+    size_t elemsize = bottom_blob.elemsize;
+
+    int outw = w * upscale_factor;
+    int outh = h * upscale_factor;
+    int outc = channels / (upscale_factor * upscale_factor);
+
+    top_blob.create(outw, outh, outc, elemsize, opt.blob_allocator);
+    if (top_blob.empty())
+        return -100;
+
+    #pragma omp parallel for num_threads(opt.num_threads)
+    for (int p = 0; p < outc; p++)
+    {
+        Mat m = top_blob.channel(p);
+
+        for (int sh = 0; sh < upscale_factor; sh++)
+        {
+            for (int sw = 0; sw < upscale_factor; sw++)
+            {
+                const float* sptr = bottom_blob.channel(p*upscale_factor*upscale_factor + sh*upscale_factor + sw);
+
+                for (int i = 0; i < h; i++)
+                {
+                    float* outptr = m.row(i*upscale_factor + sh) + sw;
+                    for (int j = 0; j < w; j++)
+                    {
+                        outptr[0] = sptr[0];
+
+                        sptr++;
+                        outptr += upscale_factor;
+                    }
+                }
+            }
+        }
+    }
+
+    return 0;
+}
+
+} // namespace ncnn
diff --git a/src/layer/pixelshuffle.h b/src/layer/pixelshuffle.h
new file mode 100644
index 000000000..93c9afa12
--- /dev/null
+++ b/src/layer/pixelshuffle.h
@@ -0,0 +1,37 @@
+// Tencent is pleased to support the open source community by making ncnn available.
+//
+// Copyright (C) 2020 THL A29 Limited, a Tencent company. All rights reserved.
+//
+// Licensed under the BSD 3-Clause License (the "License"); you may not use this file except
+// in compliance with the License. You may obtain a copy of the License at
+//
+// https://opensource.org/licenses/BSD-3-Clause
+//
+// Unless required by applicable law or agreed to in writing, software distributed
+// under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR
+// CONDITIONS OF ANY KIND, either express or implied. See the License for the
+// specific language governing permissions and limitations under the License.
+
+#ifndef LAYER_PIXELSHUFFLE_H
+#define LAYER_PIXELSHUFFLE_H
+
+#include "layer.h"
+
+namespace ncnn {
+
+class PixelShuffle : public Layer
+{
+public:
+    PixelShuffle();
+
+    virtual int load_param(const ParamDict& pd);
+
+    virtual int forward(const Mat& bottom_blob, Mat& top_blob, const Option& opt) const;
+
+public:
+    int upscale_factor;
+};
+
+} // namespace ncnn
+
+#endif // LAYER_PIXELSHUFFLE_H