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zhanghaoinf's Projects

chainercv icon chainercv

ChainerCV: a Library for Deep Learning in Computer Vision

deep-learning-book icon deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

models icon models

A repository for storing pre-trained Caffe2 models.

prml icon prml

PRML algorithms implemented in Python

pseudo-3d-pytorch icon pseudo-3d-pytorch

pytorch version of pseudo-3d-residual-networks(P-3D), pretrained model is supported

py-denseflow icon py-denseflow

Extract TVL1 optical flows in python (multi-process && multi-server)

pytorch-faster-rcnn icon pytorch-faster-rcnn

I would appreciate if someone can retrain the model. The "finetune from scratch" result should be better because the training details have been changed. (And mobilenet training not supported yet.)

pytorch-playground icon pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

pytorchssd icon pytorchssd

pytorch version of SSD and it's enhanced methods such as RFBSSD,FSSD and RefineDet

resnext icon resnext

Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks

resume icon resume

An elegant \LaTeX\ résumé template

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