AIgiraffe's repositories
algorithm-structure
2021年最新总结 500个常用数据结构，算法，算法导论，面试常用，大厂高级工程师整理总结
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scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
awesome-industrial-anomaly-detection
Paper list and datasets for industrial image anomaly/defect detection (updating). 工业异常/瑕疵检测论文及数据集检索库(持续更新)。
Awesome-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
Awesome-Pruning
A curated list of neural network pruning resources.
awesome-tiny-object-detection
🕶 A curated list of Tiny Object Detection papers and related resources.
Bilibili-plus
课程视频、PPT和源代码：侯捷C++系列；台大郭彦甫MATLAB
books
Awesome Books
build-your-own-x
Master programming by recreating your favorite technologies from scratch.
C-Plus-Plus
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
cpp_new_features
2021年最新整理， C++ 学习资料，含C++ 11 / 14 / 17 / 20 / 23 新特性、入门教程、推荐书籍、优质文章、学习笔记、教学视频等
cv_note
记录cv算法工程师的成长之路，分享计算机视觉和模型压缩部署技术栈笔记。https://harleyszhang.github.io/cv_note/
dirtysalt.github.io
an amateur programmer
GitHub-Chinese-Top-Charts
:cn: GitHub中文排行榜，各语言分设「软件 | 资料」榜单，精准定位中文好项目。各取所需，高效学习。
Image-processing-algorithm
paper implement
imgclsmob
Sandbox for training deep learning networks
libonnx
A lightweight, portable pure C99 onnx inference engine for embedded devices with hardware acceleration support.
micronet
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-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regula
MVision
机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶
NVIDIA_SGEMM_PRACTICE
Step-by-step optimization of CUDA SGEMM
onnx-tensorflow
Tensorflow Backend for ONNX
onnx2torch
Convert ONNX models to PyTorch.
orange3
🍊 :bar_chart: :bulb: Orange: Interactive data analysis
Orion
A machine learning library for detecting anomalies in signals.
Python
All Algorithms implemented in Python
RustBooks
List of Rust books
tengine
A distribution of Nginx with some advanced features
YOLOv5-Lite
🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 1.7M (int8) and 3.3M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~