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Eric-H's Projects

arflow icon arflow

The official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation".

cbdnet icon cbdnet

Code for "Toward Convolutional Blind Denoising of Real Photographs", CVPR 2019

deepvision icon deepvision

在我很多项目中用到的CV算法推理框架应用。

drn icon drn

Dilated Residual Networks

enlightengan icon enlightengan

[Preprint] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang

flownet2-pytorch icon flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

frontendgithub icon frontendgithub

:octocat:GitHub最全的前端资源汇总仓库(包括前端学习、开发资源、数据结构与算法、开发工具、求职面试等)

imagenet21k icon imagenet21k

Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper

jalali-lab-implementation-of-raisr icon jalali-lab-implementation-of-raisr

Implementation of RAISR (Rapid and Accurate Image Super Resolution) algorithm in Python 3.x by Jalali Laboratory at UCLA. The implementation presented here achieved performance results that are comparable to that presented in Google's research paper (with less than ± 0.1 dB in PSNR). Just-in-time (JIT) compilation employing JIT numba is used to speed up the Python code. A very parallelized Python code employing multi-processing capabilities is used to speed up the testing process. The code has been tested on GNU/Linux and Mac OS X 10.13.2 platforms.

liteflownet2 icon liteflownet2

A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020

machine-learning icon machine-learning

:zap:机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

pytorch-book icon pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-liteflownet icon pytorch-liteflownet

a reimplementation of LiteFlowNet in PyTorch that matches the official Caffe version

pytorch-project-template icon pytorch-project-template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

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