本文来自《DSFD: Dual Shot Face Detector》,时间线为2018年10月,是南理工Jian Li在腾讯优图实验室实习时候的作品。在WIDER FACE,FDDB上效果也超过了PyramidBox和SRN。 0 引言 最近在比赛上拿到最好成绩的人脸检测模型大致可以分成2类: 基于RPN的网络,这种网络是2阶段模型 基于SSD这种一次shot检测,直接预测边界框...
4.2 Analysis on DSFD 1)Feature enhanceis crucial. We use a more robust and discriminative feature enhance module to improve the feature presentation ability, especially for hard face. 2)Auxiliary loss based on progressive anchoris used to train all 12 different scale detection feature maps, and i...
WIDER FACE FDDB Requirements Torch == 0.3.1 Torchvision == 0.2.1 Python == 3.6 NVIDIA GPU == Tesla P40 Linux CUDA CuDNN Getting Started Installation Clone the github repository. We will call the cloned directory as$DSFD_ROOT. git clone xxxxxx/FaceDetection-DSFD.gitcdFaceDetection-DSFDexport...
此仓库是为了提升国内下载速度的镜像仓库,每日同步一次。 原始仓库:https://github.com/Tencent/FaceDetection-DSFD master 克隆/下载 git config --global user.name userName git config --global user.email userEmail 分支1 标签0 贡献代码 同步代码
from face_ssd import build_ssd #from resnet50_ssd import build_sfd import pdb import numpy as np import cv2 import math import matplotlib.pyplot as plt import time plt.switch_backend('agg') parser = argparse.ArgumentParser(description='DSFD:Dual Shot Face Detector') parser.add_...
FaceDetectionDSFD是腾讯优图推出的高精度双分支人脸检测器,通过深度学习技术实现了对人脸的快速、准确的检测。该检测器采用双分支结构,充分利用了不同尺度下的特征信息,能够在复杂环境和大角度情况下有效识别人脸。其优秀的性能使得它在人脸识别、人脸表情分析、人脸属性识别等领域具有广泛的应用前景。此外,FaceDetection...
Sign in with GitHub Tencent Fetched on 2025/02/07 22:21 Tencent / FaceDetection-DSFD 腾讯优图高精度双分支人脸检测器 - View it on GitHub Star 2923 Rank 11764 Released by @k0kubun in December 2014. Fork me on GitHub.
A High-Performance Pytorch Implementation of the paper "DSFD: Dual Shot Face Detector" (CVPR 2019). adapted from the original source code. Lightweight single-shot face detection from the paper RetinaFace: Single-stage Dense Face Localisation in the Wild adapted from https://github.com/biubug6/...
A High-Performance Pytorch Implementation of the paper "DSFD: Dual Shot Face Detector" (CVPR 2019).adapted from theoriginal source code. Lightweight single-shot face detection from the paperRetinaFace: Single-stage Dense Face Localisation in the Wildadapted fromhttps://github.com/biubug6/Pytorch_...
State of the Art Face Detection in Pytorch with DSFD and RetinaFace This repository includes: A High-Performance Pytorch Implementation of the paper "DSFD: Dual Shot Face Detector" (CVPR 2019).adapted from theoriginal source code. Lightweight single-shot face detection from the paperRetinaFace: Si...