Schuture

pytorch-distributed

A quickstart and benchmark for pytorch distributed training.

awesome-data-augmentation

This is a list of awesome methods about data augmentation.

pytorch-gradual-warmup-lr

Gradually-Warmup Learning Rate Scheduler for PyTorch

C2L_MICCAI2020

covid19_ultrasound

Open source lung ultrasound (LUS) data collection initiative for COVID-19.

medical-imaging-datasets

A list of Medical imaging datasets.

SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

Convex-optimization

最优化方法、凸优化课程作业代码

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

ModelsGenesis

[MICCAI 2019] [MEDIA 2020] Models Genesis

Meta-Fine-Tuning

[CVPR 2020 VL3] The repository for meta fine-tuning in cross-domain few-shot learning.

DL-course

深度学习课程作业记录

manim-tutorial-CN

manim中文入门教程

awesome-deep-text-detection-recognition

A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.

FOTS

implement FOTS and apply it on real scenario.

RRPN

Arbitrary-Oriented Scene Text Detection via Rotation Proposals (TMM 2018)

PyRetri

Open source deep learning based unsupervised image retrieval toolbox built on PyTorch🔥

Machine-Learning-From-Scratch

常用机器学习的算法简洁实现

Pytorch-Study

Pytorch网课记录

Sketch

科研论文Euclidean Margin Softmax Loss for Supervised and Zero-shot Sketch-based Image Retrieval的目录

PyTorch_Tutorial

《Pytorch模型训练实用教程》中配套代码

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

MetaIRNet

Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition (NeurIPS 2019 & PAMI 2022)

the-craft-of-selfteaching

One has no future if one couldn't teach themself.

deeplearning-models

A collection of various deep learning architectures, models, and tips

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

996.ICU

Repo for counting stars and contributing. Press F to pay respect to glorious developers.

sfd.pytorch

S3FD: single shot face detector in pytorch