diff --git a/README.md b/README.md
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--- a/README.md
+++ b/README.md
@@ -24,6 +24,19 @@
+## 📜 Introduction
+
+**OccRWKV** introduces an efficient semantic occupancy prediction network that smartly decouples semantics and geometry with specialized RWKV blocks, achieving superior accuracy and real-time performance for 3D semantic scene understanding. Its use of BEV space and sparse feature projection significantly reduces computational demands, making it highly suitable for enhancing real-time autonomous navigation in robotic systems.
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@article{wang2024occrwkv,
title={OccRWKV: Rethinking Efficient 3D Semantic Occupancy Prediction with Linear Complexity},
@@ -104,8 +117,9 @@ Many thanks to these excellent open source projects:
- [RWKV](https://github.com/BlinkDL/RWKV-LM)
- [Vision-RWKV](https://github.com/OpenGVLab/Vision-RWKV)
- [SSC-RS](https://github.com/Jieqianyu/SSC-RS)
+- [Co-Occ](https://github.com/Rorisis/Co-Occ)
- [AGRNav](https://github.com/jmwang0117/AGRNav)
- [HE-Nav](https://github.com/jmwang0117/HE-Nav)
-- [semantic-kitti-api](https://github.com/PRBonn/semantic-kitti-api)
+
diff --git a/misc/overview.png b/misc/overview.png
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