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ai-learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

algorithms

A collection of algorithms and data structures

automl

Google Brain AutoML

awesome-knowledge-distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

caffe-int8-convert-tools

Generate a quantization parameter file for ncnn framework int8 inference

cnn-exposed

🕵️‍♂️ Interpreting Convolutional Neural Network (CNN) Results.

codinginterviewchinese2

《剑指Offer》第二版源代码

cpu-cache

cs194-winograd

cuda-winograd

Fast CUDA Kernels for ResNet Inference.

deye

Keep an Eye on Defects Inspection.

gocvhelper

GreenOpen的图像处理算法库

image-processing-algorithm

paper implement

image-processing-algorithm-speed

opencv

interview_internal_reference

2019年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。

leetcode

一行行代码加深数据结构和算法的理解

mask-recognize

这是一个简单的人工智障识别口罩佩戴的库

multithreading

C++并发与多线程编程

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

notes

:open_file_folder: 个人学习笔记，包括数据结构与算法、计算机网络、设计模式、Java、Python、Linux、MySQL 等

onnxruntime-projects

Code for some onnxruntime projects

open_model_zoo

Pre-trained Deep Learning models and samples (high quality and extremely fast)

opencl-101

Learn OpenCL step by step.

opencv

Open Source Computer Vision Library

openmp-101

Learn OpenMP examples step by step

segloss

A collection of loss functions for medical image segmentation

surface-inspection-defect-detection-dataset

This project include several different surfaces, each surface contains one or several defects. For segmentation,object detection, saliency detection，etc

tensorflow2.0

学习笔记代码

tensorrt

TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.