@@ -5,7 +5,6 @@ The Perception module has been upgraded completely to handle comprehensive senso
## Introduction
Apollo 5.0 Perception has following new features:
***Supports PaddlePaddle**: [PaddlePaddle](https://github.com/PaddlePaddle/Paddle)(PArallel Distributed Deep LEarning) is an easy-to-use, efficient, flexible and scalable deep learning platform, which is originally developed by Baidu scientists and engineers for the purpose of applying deep learning to many products at Baidu.
***Online sensor calibration service**
***Manual camera calibration**
***Closest In-Path Object (CIPO) Detection**
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@@ -41,7 +40,7 @@ The perception module outputs are:
* The output of traffic light detection and recognition (cyber channel /apollo/perception/traffic_light)
### Note
1. Nvidia GPU and CUDA are required to run the perception module with Caffe or PaddlePaddle. Apollo provides the CUDA and Caffe libraries in the release docker image. However, the Nvidia GPU driver is not installed in the dev docker image.
1. Nvidia GPU and CUDA are required to run the perception module with Caffe. Apollo provides the CUDA and Caffe libraries in the release docker image. However, the Nvidia GPU driver is not installed in the dev docker image.
2. To run the perception module with CUDA acceleration, install the exact same version of the Nvidia driver in the docker image that is installed on your host machine, and then build Apollo with the GPU option (i.e., using `./apollo.sh build_opt_gpu`).