haifeng xia's repositories
PaDiM-Anomaly-Detection-Localization-master
This is an unofficial implementation of the paper “PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization”.
STPM-Anomaly-Detection-Localization-master
This is an unofficial implementation of the paper “Student-Teacher Feature Pyramid Matching for Unsupervised Anomaly Detection”.
FAVAE-anomaly-detection-localization-master
This is an unofficial implementation of ' Anomaly localization by modeling perceptual features'
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
Python-100-Days
Python - 100天从新手到大师
Adversarial-Examples-in-PyTorch
Pytorch code to generate adversarial examples on mnist and ImageNet data.
DeepLearningProject
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
30-seconds-of-python-code
Python implementation of 30-seconds-of-code
adversarial-attacks-pytorch
This repository contains implementation of 4 adversarial attacks : FGSM, Basic Iterative Method, Projected Gradient Descent(Madry's Attack), and Carlini Wagner's L2 attack. Also contained is the code to visualise it, along with a detailed report and a poster explaining the various attacks.
adversarial-examples-pytorch
Implementation of Papers on Adversarial Examples
Adversarial-Examples-Reading-List
This is the reading list mainly on adversarial examples (attacks, defenses, etc.) I try to keep and update regularly.
awesome-machine-learning-reliability
A curated list of awesome resources regarding machine learning reliability.
DEEPSEC
DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model
foolbox
Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, Keras, …
lc-all-solutions
My own leetcode solutions by python
LearnToPayAttention
PyTorch implementation of ICLR 2018 paper Learn To Pay Attention (and some modification)
Leetcode
🎓Leetcode solutions in Python 📚
machinelearning
My blogs and code for machine learning. http://cnblogs.com/pinard
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
practicalAI
📚 A practical approach to learning and using machine learning.
Python
All Algorithms implemented in Python
pytorch-adversarial-training
PyTorch-1.0 implementation for the adversarial training on MNIST/CIFAR-10 and visualization on robustness classifier.
robustness
Corruption and Perturbation Robustness (ICLR 2019)
Teacher-Assistant-Knowledge-Distillation
Using Teacher Assistants to Improve Knowledge Distillation