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linlanggirl's Projects

algorithm_interview_notes-chinese icon 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

block-svd icon block-svd

Block-Structured Dictionary Learning for Sparse Representation-Based Face Recognition

deeplearning icon deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

deeplearning-500-questions icon 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15个章节,近20万字。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[email protected] 版权所有,违权必究 Tan 2018.06

deepo icon deepo

A series of Docker images (and their generator) that allows you to quickly set up your deep learning research environment.

face-recognition-algorithms icon face-recognition-algorithms

Implemented and evaluated four basic face recognition algorithms: Eigenfaces, Fisherfaces, Support Vector Machine (SVM), and Sparse Representation-based Classification (SRC) on YaleB dataset

face_recog.src icon face_recog.src

face recognition via Sparse Representation-based Classification (SRC)

image_classification_with_5_methods icon image_classification_with_5_methods

Compared performance of KNN, SVM, BPNN, CNN, Transfer Learning (retrain on Inception v3) on image classification problem. CNN is implemented with TensorFlow

lda icon lda

Linear Discriminant Analysis based on Matlab

lda-pca icon lda-pca

Linear Discriminant Analysis using Kernel Trick and Principal Component Analysis

luminoth icon luminoth

Deep Learning toolkit for Computer Vision

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