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100-days-of-ml-code

100 Days of ML Coding

albumentations

Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about library: https://www.mdpi.com/2078-2489/11/2/125

alphageometry

astr

awesome-deep-learning-papers

The most cited deep learning papers

awesome-image-classification

A curated list of deep learning image classification papers and codes

cogvlm

a state-of-the-art-level open visual language model | 多模态预训练模型

convnext

Pytorch Implementation of "A ConvNet for the 2020s", Liu et al. (CVPR 2022)

convnext-v2-pytorch

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55个国家的300所大学用于教学。

dalf_cvpr_2023

DALF is a joint image keypoint detector and descriptor for handling non-rigid deformations. It also works great under large rotations.

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

deeplearning-1

Deep Learning (Python, C, C++, Java, Scala, Go)

deeplearning-2

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

face_pytorch

face recognition algorithms in pytorch framework, including arcface, cosface, sphereface and so on

fasternet

[CVPR 2023] Code for PConv and FasterNet

fightingcv-paper-reading

⭐⭐⭐FightingCV Paper Reading, which helps you understand the most advanced research work in an easier way 🍀 🍀 🍀

fingernet

FingerNet is an universal deep ConvNet for extracting fingerprint representations including orientation field, segmentation, enhenced fingerprint and minutiae.

fingerprint-generator

Official Implementation of the paper "Synthesis and Reconstruction of Fingerprints using Generative Adversarial Networks".

fixres

This repository reproduces the results of the paper: "Fixing the train-test resolution discrepancy" https://arxiv.org/abs/1906.06423

generated_latent_fingerprint_dataset

holocron

PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief, PolyLoss, MobileOne)

iccv2021-paper-code-interpretation

ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理

kornia

Geometric Computer Vision Library for AI

latentenhancement

FingerGAN: A Constrained Fingerprint Generation Scheme for Latent Fingerprint Enhancement

learn2learn

A PyTorch Library for Meta-learning Research