fdujay Goto Github PK

active-learning-pretrained-models

Active Learning Helps Pretrained Models Learn the Intended Task (https://arxiv.org/abs/2204.08491) by Alex Tamkin, Dat Nguyen, Salil Deshpande, Jesse Mu, and Noah Goodman

awesome-active-learning

A curated list of awesome Active Learning

awesome-diabetic-retinopathy-detection

Papers and Public Datasets for Diabetic Retinopathy Detection

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

cnn-vae

Variational Autoencoder (VAE) with perception loss implementation in pytorch

code

fair_self_supervision_benchmark

Scaling and Benchmarking Self-Supervised Visual Representation Learning

fastfcn

FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation.

fdujay.github.io

BY Blog ->

glnet

[CVPR 2019, Oral] "Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images" by Wuyang Chen*, Ziyu Jiang*, Zhangyang Wang, Kexin Cui, and Xiaoning Qian

karyonet

learning-loss-for-active-learning

Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]

mae-pytorch

Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners

medsl

Medical application using Self-supervised Learning

modal

A modular active learning framework for Python

npid

A PyTorch implementation of NPID based on CVPR 2018 paper "Unsupervised Feature Learning via Non-Parametric Instance Discrimination"

one-shot-al

online_img

openselfsup

Self-Supervised Learning Toolbox and Benchmark

pycuda_drr

Digitally recconstructed radiograph

pytorch-dr

Implementation of team o_O solution for the Kaggle Diabetic Retinopathy Detection Challenge in pytorch.

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

pytorch_classification

利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码

pytorch_segmentation

Semantic segmentation models, datasets and losses implemented in PyTorch.

self-supervised-3d-tasks

siim-isic-challenge

Project of SIIM-ISIC challenge

simnibs

Simulation of Non-Invasive Brain Stimulation