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哲学专业相关

18663_project_fbnet

Class Project for 18663 - Implementation of FBNet (Hardware-Aware DNAS)

algo-quicksheet

Quicksheet for Algorithms

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记，此外，还包括创建者看到的所有机器学习/深度学习面经中的问题。 除了其中 DL/ML 相关的，其他与算法岗相关的计算机知识也会记录。 但是不会包括如前端/测试/JAVA/Android等岗位中有关的问题。

attention-transfer

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

bag_of_tricks_for_image_classification_with_convolutional_neural_networks

experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN acc

bili

bilibili源码

caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

cam

Class Activation Mapping

conv_arithmetic

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

convnet-burden

Memory consumption and FLOP count estimates for convnets

convnetdraw

Draw multi-layer neural network in your browser

dcl

Destruction and Construction Learning for Fine-grained Image Recognition

deepcamera

Protect your privacy, open source AI-powered video surveillance on Android, featuring face recognition, human shape recognition(ReID), etc. The world's first AutoML Deep Learning edge AI platform. No programming exp needed to train a new model for your privacy.

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[email protected] 版权所有，违权必究 Tan 2018.06

faceproject

This is a face analysis project during grad student career

faceswap

Non official project based on original /r/Deepfakes thread. Many thanks to him!

insightface

Face Analysis Project on MXNet

labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

listen1_chrome_extension

one for all free music in china (chrome extension, also works for firefox)

listen1_desktop

one for all free music in china (Windows, Mac, Linux desktop)

meglass

An eyeglass face dataset collected and cleaned for face recognition evaluation.

ml-visuals

Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

mmcv

Open MMLab Computer Vision Foundation

mmdetection

Open MMLab Detection Toolbox

neuron-selectivity-transfer

paper-notes

This is a repository to record my notes about reading papers.

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)

readme

README文件语法解读，即Github Flavored Markdown语法介绍