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awesome-model-quantization

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 (papers, repositories) that are missed by the repo.

awesome-yolo-object-detection

🔥🔥🔥 A collection of some awesome public YOLO object detection series projects.

buddy-mlir

An MLIR-Based Ideas Landing Project

cmaketutorial

CMake中文实战教程

computer-vision-in-action

学习闭环《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社区（持续更新中 ...） 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页

cplusplusthings

C++那些事

cpp-proj-template

cpp project template based on visual studio, OpenCV and CUDA, gdb debug, makefile

cpp_makefile_intro

cuda_freshman

cv_course-homework

The homework of ComputerVision homework

cv_note

Record the growth path of cv algorithm engineers, share computer vision and model compression deployment technology stack notes.

deep-learning-papers-reading-roadmap

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

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deeplearningsystem

Deep Learning System core principles introduction.

detrex

IDEA Open Source Toolbox for Transformer Based Object Detection Algorithms

docker_practice

Learn and understand Docker technologies, with real DevOps practice!

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

external-attention-pytorch

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

focal-loss-pytorch

全中文注释.(The loss function of retinanet based on pytorch).(You can use it on one-stage detection task or classifical task, to solve data imbalance influence).用于one-stage目标检测算法,提升检测效果.你也可以在分类任务中使用该损失函数,解决数据不平衡问题.

free-programming-books

:books: Freely available programming books

github_tutorial

basic git commands list!

interview-for-algorithm-engineer

【三年面试五年模拟】算法工程师秘籍。AIGC、传统深度学习、自动驾驶、机器学习、计算机视觉、自然语言处理、图像处理、元宇宙、SLAM等AI行业面试笔试经验分享

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

learning-cuda-trt

A large number of cuda/tensorrt cases . 大量案例来学习cuda/tensorrt

llm-action

本项目旨在分享大模型相关技术原理以及实战经验。

machine_learning_code_implementation

Mathematical derivation and pure Python code implementation of machine learning algorithms.

makefile_tutorial_project

https://zhuanlan.zhihu.com/p/396448133

miximg

mlc-zh

mmdeploy

OpenMMLab Model Deployment Framework