diff --git a/README.md b/README.md index 6ba7f49..dfe6e9f 100644 --- 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. + + + +

+ +

+ +
+ + ``` @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 new file mode 100644 index 0000000..aa5a6d1 Binary files /dev/null and b/misc/overview.png differ