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ai_line

《sql必知必会》 《算法图解》 《Tensorflow 实战Google深度学习框架》 《推荐系统实践》《Python数据采集》 《机器学习实战》 《统计学习方法》

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

cv_homework

personnal project

deeplearning

deformable-convnets

Deformable Convolutional Networks + MST + Soft-NMS

dermatologist-ai

df-traffic-sign-identification

DF-Traffic-Sign-Identification

dogs-vs-cats-redux

99.7% accuracy solution for Dogs vs Cats Redux Kaggle competition

dylanlee101.github.io

examples

Code examples from the book.

face-login

基于mtcnn/facenet/tensorflow 实现人脸识别登录系统

fpn-pytorch

ganhacks

starter from "How to Train a GAN?" at NIPS2016

ganotebooks

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

huaweiocr-2019

DataFountain HUAWEI OCR 2019 rank Top1% ,Text Localization using pixellink,Word Recognition using densenet

humpback-whale-identification-1st-

https://www.kaggle.com/c/humpback-whale-identification

humpback-whale-identification-challenge-2019_2nd_palce_solution

Kaggle Humpback Whale Identification Challenge 2019 2nd place code

imageclassification

keras image classification

imgprocess

isbi2017-part3

RECOD Titans participation at the ISBI 2017 challenge - Part 3

iwildcam_2019_fgvc6

Top 3% (7/336) solution for iWildCam 2019 - FGVC6 competition (Categorize animals in the wild)

kaggle_ncfm

Using Keras+TensorFlow to solve NCFM-Leadboard Top 5%

kaggle_tgs2018_4th_solution

Kaggle TGS Salt Identification Challenge 2018 4th place code

kddcup_2020_autograph_1st_place

KDD CUP 2020 Automatic Graph Representation Learning: 1st Place Solution

keras-facenet

Facenet implementation by Keras2

keras-stochastic-weight-averaging

Keras callback function for stochastic weight averaging

labelme

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

leetcode

leetcode刷题

lihang-code

《统计学习方法》的代码实现

machine-learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归