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2019-autumn-recruitment-experience

2019届秋招面经集合

aesthetics_assessment_using_graphs

ai-job-notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

alfnet

Code for 'Learning Efficient Single-stage Pedestrian Detectors by Asymptotic Localization Fitting' in ECCV2018

algorithm-exercise

Data Structure and Algorithm notes. 数据结构与算法/leetcode/lintcode题解/

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

algs4

Algorithms, 4th edition textbook code and libraries

awesome-knowledge-distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

awesome-very-deep-learning

A curated list of papers and code about very deep neural networks

awesome_imageaesthetics

A list of Image Aesthetics papers and resources.

bayespy

Bayesian Python: Bayesian inference tools for Python

bi-box_regression

Pytorch implementation of Bi-box Regression for Pedestrian Detection and Occlusion Estimation (ECCV2018)

caffe-model

Caffe models (including classification, detection and segmentation) and deploy files for famouse networks

caltech-pedestrian-dataset-converter

Download Caltech Pedestrian Dataset and convert them for Python users without using MATLAB

chainercv

ChainerCV: a Library for Deep Learning in Computer Vision

cityscapesscripts

README and scripts for the Cityscapes Dataset

cn-deep-learning

https://cn.udacity.com/course/deep-learning-nanodegree-foundation--nd101/

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

coursera-machine-learning-andrewng-python

This contains notes and exercises made in Python I made a long time ago from the Andrew Ng course in Coursera.

courseraml

I took Andrew Ng's Machine Learning course on Coursera and did the homework assigments... but, on my own in python because I love jupyter notebooks!

cs231

My corrections for the Standford class assingments CS231n - Convolutional Neural Networks for Visual Recognition

cs231n

cs231n assignments

cs231n-2017-summary

After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summary of the whole course to help me to remember and to anyone who would like to know about it. I've skipped some contents in some lectures as it wasn't important to me.

cs231n-note-translation_cn

CS231课程笔记翻译 https://zhuanlan.zhihu.com/intelligentunit

cs231n.github.io

Public facing notes page

cs231n_spring_2017_assignment

My implementations of cs231n 2017

cswin-transformer

CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped

daily-paper-computer-vision

记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文

darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices