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Fei Yang's Projects

dmphn-cvpr19-master icon dmphn-cvpr19-master

Pytorch Implementation of CVPR19 "Deep Stacked Multi-patch Hierarchical Network for Image Deblurring"

dmphn-v2-deblur icon dmphn-v2-deblur

Improved Deep Multi-Patch Hierarchical Network with Nested Module for Dynamic Scene Deblurring

dmtk icon dmtk

Microsoft Distributed Machine Learning Toolkit

dpp icon dpp

Determinantal Point Processes

dpp-1 icon dpp-1

Python package to sample from determinantal point processes

driver-sleep-detection-face-eyes-mouth-detection icon driver-sleep-detection-face-eyes-mouth-detection

As part of my thesis project, I designed a monitoring system in Matlab which processes the video input to indicate the current driving aptitude of the driver and warning alarm is raised based on eye blink and mouth yawning rate if driver is fatigue. It is implemented using Viola-Jones and Sobel techniques for facial features detection.

dsod icon dsod

DSOD: Learning Deeply Supervised Object Detectors from Scratch. In ICCV 2017.

east icon east

A tensorflow implementation of EAST text detector

espcn icon espcn

A PyTorch implementation of ESPCN based on CVPR2016 paper "Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network"

face-frontalization icon face-frontalization

This is a port of the Face Frontalization code provided by Hassner et al. at http://www.openu.ac.il/home/hassner/projects/frontalize

face_recognition icon face_recognition

使用webface人脸数据集以及DeepID网络,通过Caffe训练出模型参数,得到LFW二分类的人脸识别准确率。

fagan icon fagan

A variant of the Self Attention GAN named: FAGAN (Full Attention GAN)

fasterseg icon fasterseg

[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang

fcis icon fcis

Fully Convolutional Instance-aware Semantic Segmentation

flownet2-tf icon flownet2-tf

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

gesturegan icon gesturegan

[ACM MM 2018 Oral] GestureGAN for Hand Gesture-to-Gesture Translation in the Wild

gfn icon gfn

Gated Fusion Network for Joint Image Deblurring and Super-Resolution(BMVC2018)

google-search-api icon google-search-api

Python based api for searching google web, images, calc, and currency conversion.

goturn icon goturn

Source code for paper: Learning to Track at 100 FPS with Deep Regression Networks, Held, et al. ECCV 2016

gpu_flow icon gpu_flow

GPU based optical flow extraction in OpenCV

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