diff --git a/README.md b/README.md
index 8cc1c4f..9a6af1f 100644
--- a/README.md
+++ b/README.md
@@ -15,6 +15,7 @@ The basic workflow of TensorRTx is:
 
 ## News
 
+- `18 Oct 2024`. [zgjja](https://github.com/zgjja): Rafactor docker image.
 - `11 Oct 2024`. [mpj1234](https://github.com/mpj1234): YOLO11
 - `9 Oct 2024`. [Phoenix8215](https://github.com/Phoenix8215): GhostNet V1 and V2.
 - `21 Aug 2024`. [Lemonononon](https://github.com/Lemonononon): real-esrgan-general-x4v3
@@ -29,7 +30,6 @@ The basic workflow of TensorRTx is:
 - `7 Mar 2024`. [AadeIT](https://github.com/AadeIT): CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes
 - `17 Oct 2023`. [Rex-LK](https://github.com/Rex-LK): YOLOv8-Seg
 - `30 Jun 2023`. [xiaocao-tian](https://github.com/xiaocao-tian) and [lindsayshuo](https://github.com/lindsayshuo): YOLOv8
-- `1 Mar 2023`. [Nengwp](https://github.com/nengwp): [RCNN](./rcnn) and [UNet](./unet) upgrade to support TensorRT 8.
 
 ## Tutorials