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Zhifei Xu's Projects

image_sharpness icon image_sharpness

Blurred image generation and image sharpness evaluation (Brenner, Laplacian, SMD, etc.).

image_utils icon image_utils

A collection of utilities for image processing, written in MATLAB and C/C++.

imagepy icon imagepy

Image process framework based on plugin like imagej, it is esay to glue with scipy.ndimage, scikit-image, opencv, simpleitk, mayavi...and any libraries based on numpy

imbalanced-dataset-sampler icon imbalanced-dataset-sampler

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

img_align_lib icon img_align_lib

This is a library of incremental image alingment algorithms using OpenCV

imglyb icon imglyb

Connecting Java/ImgLib2 + Python/NumPy

imgraft icon imgraft

Image Georectification and Feature Tracking toolbox for MATLAB

inception-v4 icon inception-v4

Inception-v4, Inception - Resnet-v1 and v2 Architectures in Keras

incubator-mxnet icon incubator-mxnet

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

intro-to-dl icon intro-to-dl

Resources for "Introduction to Deep Learning" course.

introml-2021 icon introml-2021

EPFL Introduction to Machine Learning for Engineers, Spring 2021

introtocomputervision icon introtocomputervision

C++/CUDA solutions, slides, and resources for Udacity's Intro to Computer Vision (UD810) course.

isetcam icon isetcam

Open source version of the original ISET, a complement to ISETBIO

ispy icon ispy

Open source surveillance software

jldcf icon jldcf

Code for CVPR-2020 paper "JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object Detection"

kaggle icon kaggle

This repo has my code of the Kaggle competitions I participated.

kair icon kair

Image Restoration Toolbox (PyTorch). Training and testing codes for USRNet, DnCNN, FFDNet, SRMD, DPSR, MSRResNet, ESRGAN, IMDN

keras-cam icon keras-cam

Keras implementation of class activation mapping

keras-cn icon keras-cn

Chinese keras documents with more examples, explanations and tips.

keras-famous_cnn icon keras-famous_cnn

This repository is the implementation of several famous convolution neural network architecture with Keras. (Resnet v1, Resnet v2, Inception v1/GoogLeNet, Inception v2, Inception v3))

keras-fcn icon keras-fcn

Keras-tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation(Unfinished)

keras-fcn-1 icon keras-fcn-1

My implementation of Fully Convolutional Neural Networks in Keras

keras-fcn-2 icon keras-fcn-2

A playable implementation of Fully Convolutional Networks with Keras.

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