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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

caffe

Caffe: a fast open framework for deep learning.

caffe-model

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

caffe-rfcn

Caffe branch for R-FCN

circleloss

csp

High-level Semantic Feature Detection: A New Perspective for Pedestrian Detection, CVPR, 2019

custom

deep-residual-networks

Deep Residual Learning for Image Recognition

deformable-convnets-caffe

Deformable Convolutional Networks on caffe

fnm

Unsupervised Face Normalization with Extreme Pose and Expression in the Wild (CVPR2019).

google_inception_v3_for_caffe

Google Inception (deepdream) v3 for Caffe

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

insightface

Face Analysis Project on MXNet

kitti_ssd

SSD detection for KITTI

mmdetection

Open MMLab Detection Toolbox with PyTorch 1.0

mobilenet-ssd

Caffe implementation of Google MobileNet SSD detection network, with pretrained weights on VOC0712 and mAP=0.727.

nas

Neural architecture search(NAS)

nn_tools

Neural Network Tools: Converter and Analyzer. For caffe, pytorch, draknet and so on.

pytorch-deform-conv

PyTorch implementation of Deformable Convolution

pytorch-deform-conv-v2

PyTorch implementation of Deformable ConvNets v2 (Modulated Deformable Convolution)

resnet

Reproduce ResNet-v2(Identity Mappings in Deep Residual Networks) with MXNet

resnet-18-caffemodel-on-imagenet

ResNet-18 Caffemodel @ilsvrc12 shrt 256 with Top-1 69% Top-5 89%

resnet-cifar10-caffe

ResNet-20/32/44/56/110 on CIFAR-10 with Caffe

resnet-protofiles

Caffe Protofiles for MSRA ResNet: train prototxt

resnet18

rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

senet

Squeeze-and-Excitation Networks

senet-caffe

A Caffe Re-Implementation of SENet

shufflenet_v2_pytorch_caffe

ShuffleNet-V2 for both PyTorch and Caffe.

shufflenetv2-pytorch

Implementation of ShuffleNetV2 for pytorch