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xupeng's Projects

argparser icon argparser

Simple command-line parser for C/C++ programs

bio-dev icon bio-dev

a biology image processing software

caffe icon caffe

A fork of Caffe with OpenMPI-based Multi-GPU (mainly data parallel) support for action recognition and more. More documentation please see the original readme.

cascade-rcnn icon cascade-rcnn

Caffe implementation of multiple popular object detection frameworks

cnnmrf icon cnnmrf

code for paper "Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis"

cs228-material icon cs228-material

Teaching materials for the probabilistic graphical models and deep learning classes at Stanford

cyclegan icon cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

d2l-en icon d2l-en

Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook. With code, math, and discussions.

d2l-zh icon d2l-zh

《动手学深度学习》,英文版即伯克利深度学习(STAT 157,2019春)教材。面向中文读者、能运行、可讨论。

deeplearning-500-questions icon 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,近30万字。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

detectron icon detectron

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

detectron.pytorch icon detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

detnet_pytorch icon detnet_pytorch

An implementation of DetNet: A Backbone network for Object Detection.

exclusively-dark-image-dataset icon exclusively-dark-image-dataset

Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations.

fcis icon fcis

Fully Convolutional Instance-aware Semantic Segmentation

flownet2 icon flownet2

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

flownet2-pytorch icon flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

fmd.torch icon fmd.torch

Full convolution MultiBox Detector ( like SSD) implemented in Torch.

fpn icon fpn

Feature Pyramid Network

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