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《李宏毅深度学习教程》（李宏毅老师推荐👍），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
A collection of loss functions for medical image segmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
deep learning for image processing including classification and object-detection etc.
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Related papers and codes for vision-based robotic grasping
《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。
📚 C/C++ 技术面试基础知识总结，包括语言、程序库、数据结构、算法、系统、网络、链接装载库等知识及面试经验、招聘、内推等信息。This repository is a summary of the basic knowledge of recruiting job seekers and beginners in the direction of C/C++ technology, in…
A curated list of awesome self-supervised methods
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (p…
An Efficient ProxyPool with Getter, Tester and Server
An Incremental Learning, Continual Learning, and Life-Long Learning Repository
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods
micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-…
Network Slimming (Pytorch) (ICCV 2017)
Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)
C++ Implementation of PyTorch Tutorials for Everyone
中文的C++ Template的教学指南。与知名书籍C++ Templates不同，该系列教程将C++ Templates作为一门图灵完备的语言来讲授，以求帮助读者对Meta-Programming融会贯通。(正在施工中)
Pytorch🍊🍉 is delicious, just eat it! 😋😋
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
An opinionated list of awesome Python frameworks, libraries, software and resources.
[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)