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assignment2-2018

(Spring 2018) Assignment 2: Graph Executor with TVM

caffe-fcn

Run Long and Shelhamer's FCN image segmentation network using Caffe

cnn-models

ImageNet pre-trained models with batch normalization for the Caffe framework

darts

Differentiable architecture search for convolutional and recurrent networks

deep-compression-alexnet

Deep Compression on AlexNet

deep-residual-networks

Deep Residual Learning for Image Recognition

densenetcaffe

Caffe code for Densely Connected Convolutional Networks (DenseNets)

dynamic-network-surgery

Caffe implementation for dynamic network surgery.

efficient-deep-learning

Related Paper of Efficient Deep Neural Networks

fixup

A Re-implementation of Fixed-update Initialization

incremental-network-quantization

Caffe Implementation for Incremental network quantization

meta-learning-lstm

This repo contains the source code accompanying a scientific paper with the same name.

mobilenet-caffe

Caffe Implementation of Google's MobileNets

mobilenetv2

models

Models built with TensorFlow

monocular-3d-human-pose

Generalizaing Monocular 3D Human Pose Estimation in the Wild

nm-sparsity

nm-sparsity-1

pwc-net

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)

pytorch_shufflenet

pytorch version of ShuffleNet

residual-attention-network

Residual Attention Network for Image Classification

resnet-18-caffemodel-on-imagenet

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

resnet-protofiles

Caffe Protofiles for MSRA ResNet: train prototxt

ron

RON: Reverse Connection with Objectness Prior Networks for Object Detection, CVPR 2017

shufflenet

This is a fast caffe implementation of ShuffleNet.

single-path-nas

Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours

tensorflow

Computation using data flow graphs for scalable machine learning

tensorpack

Neural Network Toolbox on TensorFlow

terngrad

Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)