2022年9月5号 每周任务

目标

代码

s[1911.09070] EfficientDet: Scalable and Efficient Object Detection (arxiv.org)

zylo117/Yet-Another-EfficientDet-Pytorch: The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights. (github.com)

加权双向特征金子塔结构，可以快速的多尺度融合

拉普拉斯金子塔

pytorch-LapSRN/dataset.py at master · twtygqyy/pytorch-LapSRN (github.com)

lorenzomammana/MSLapSRN-pytorch: Pytorch implementation of LapSRN with skip connections and weight sharing (github.com)

RDN

yjn870/RDN-pytorch: PyTorch implementation of Residual Dense Network for Image Super-Resolution (CVPR 2018) (github.com)

MSRN  多尺度超分

MIVRC/MSRN-PyTorch: This repository is a PyTorch version of the paper "Multi-scale Residual Network for Image Super-Resolution" (ECCV 2018). (github.com)

多尺度超分

Multi-scale deep neural networks for real image super-resolution | Papers With Code

论文

旷视轻量化卷积神经网络Shufflenetv2

Shufflenet v2: Practical guidelines for efficient cnn architecture design

MobileNetV3，是谷歌在2019年3月21日提出的轻量化网络架构

Searching for mobilenetv3

Ghostnet出自华为诺亚方舟实验室

Ghostnet: More features from cheap operations

agusgun/CISR: Compressed Image Super Resolution (github.com)

这里面包含一些已经复现过的结果

盲超分

zsyOAOA/BSRDM: Blind Image Super-resolution with Elaborate Degradation Modeling on Noise and Kernel (CVPR, 2022) (Pytorch) (github.com)