From 28c946f4bd90ce0790f0ebd05d4c9ca6a4ba1d51 Mon Sep 17 00:00:00 2001 From: MissPenguin Date: Fri, 26 Aug 2022 10:58:29 +0800 Subject: [PATCH] Update README.md --- ppstructure/layout/README.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/ppstructure/layout/README.md b/ppstructure/layout/README.md index 7615953b..84b977fd 100644 --- a/ppstructure/layout/README.md +++ b/ppstructure/layout/README.md @@ -3,7 +3,7 @@ English | [简体中文](README_ch.md) # Layout analysis - [1. Introduction](#1-Introduction) -- [2. Quick start](#3-Quick-start) +- [2. Quick start](#2-Quick-start) - [3. Install](#3-Install) - [3.1 Install PaddlePaddle](#31-Install-paddlepaddle) - [3.2 Install PaddleDetection](#32-Install-paddledetection) @@ -12,11 +12,11 @@ English | [简体中文](README_ch.md) - [4.2 More datasets](#42-More-datasets) - [5. Start training](#5-Start-training) - [5.1 Train](#51-Train) - - [5.2 FGD Distillation training](#52-FGD-Distillation-training) + - [5.2 FGD Distillation training](#52-Fgd-distillation-training) - [6. Model evaluation and prediction](#6-Model-evaluation-and-prediction) - [6.1 Indicator evaluation](#61-Indicator-evaluation) - [6.2 Test layout analysis results](#62-Test-layout-analysis-results) -- [7 Model export and inference](#7-Model-export-and-inference) +- [7. Model export and inference](#7-Model-export-and-inference) - [7.1 Model export](#71-Model-export) - [7.2 Model inference](#72-Model-inference) @@ -249,7 +249,7 @@ After starting training normally, you will see the following log output: **Note that the configuration file for prediction / evaluation must be consistent with the training.** -### 5.2. FGD Distillation Training +### 5.2. FGD Distillation Training PaddleDetection supports FGD-based [Focal and Global Knowledge Distillation for Detectors]( https://arxiv.org/abs/2111.11837v1) The training process of the target detection model of distillation, FGD distillation is divided into two parts `Focal` and `Global`. `Focal` Distillation separates the foreground and background of the image, allowing the student model to focus on the key pixels of the foreground and background features of the teacher model respectively;` Global`Distillation section reconstructs the relationships between different pixels and transfers them from the teacher to the student to compensate for the global information lost in `Focal`Distillation. -- GitLab