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Tong Xiao's Projects

caffe icon caffe

Self-brewed Caffe: add batch normalization (BN) and multiple GPUs parallel computation.

d2go icon d2go

D2Go is a toolkit for efficient deep learning

db_hw icon db_hw

A temporary repo for homework of database course.

dlearn icon dlearn

A deep learning Python module based on Theano.

fb-caffe-exts icon fb-caffe-exts

Some handy utility libraries and tools for the Caffe deep learning framework.

fb.resnet.torch icon fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

maskrcnn-benchmark icon maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mxnet icon mxnet

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

mxnet-memonger icon mxnet-memonger

Sublinear memory optimization for deep learning, reduce GPU memory cost to train deeper nets

network_hw icon network_hw

The homework of network experiment course, including four pieces of codes, i.e., IPv4, IPv6, BGP and TCP.

noisy_label icon noisy_label

Code for the CVPR15 paper "Learning from Massive Noisy Labeled Data for Image Classification"

open-reid icon open-reid

Open source person re-identification library in python

papers-lite icon papers-lite

Cross-Platform Lightweight Papers Management Software

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