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Xu Jun's Projects

superpixel-benchmark icon superpixel-benchmark

An extensive evaluation and comparison of 28 state-of-the-art superpixel algorithms on 5 datasets.

superpixelsegmentation icon superpixelsegmentation

Segmentation using superpixels. Uses SLIC to preprocess each image, separate foreground from background in an image using a supervised model, handle unsupervised segmentation for when without initial training data. 16720f13hw6.

switchable-normalization icon switchable-normalization

Code for Switchable Normalization from "Differentiable Learning-to-Normalize via Switchable Normalization", https://arxiv.org/abs/1806.10779

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

texture-vs-shape icon texture-vs-shape

Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness" (ICLR 2019 Oral)

tfocs icon tfocs

A MATLAB toolbox for building first-order solvers for convex models.

tiny icon tiny

Tiny Face Detector, CVPR 2017

toolbox icon toolbox

Piotr's Image & Video Matlab Toolbox

tpu icon tpu

Reference models and tools for Cloud TPUs.

transdim icon transdim

Data imputation for urban transportation system

triplet-reid icon triplet-reid

Code for reproducing the results of our "In Defense of the Triplet Loss for Person Re-Identification" paper.

twsc-eccv2018 icon twsc-eccv2018

Matlab Code for "A Trilateral Weighted Sparse Coding Scheme for Real-World Image Denoising, ECCV 2018".

vcnn_double-bladed icon vcnn_double-bladed

Vectorized implementation of convolutional neural networks (CNN) in Matlab for both visual recognition and image processing.

vgan icon vgan

Code for image generation of Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow

video-quality icon video-quality

Video quality metrics, reference implementation in python: VIF, SSIM, PSNR, ...

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