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Youya Xia's Projects

fewshotlocal icon fewshotlocal

Few-Shot Learning with Localization in Realistic Settings

flashphoto icon flashphoto

a software which incorporates the medical image editing and the photo editing functionality

footprints icon footprints

[CVPR 2020] Estimation of the visible and hidden traversable space from a single color image

forkgan-pytorch icon forkgan-pytorch

A PyTorch port of ForkGAN featuring neat little extras like multi-gpu training, automatic mixed precision, instance-level losses for improved translation results of small objects as well as neural architecture improvements and multiscale discriminators.

funie-gan-1 icon funie-gan-1

Fast underwater image enhancement using GANs. TensorFlow Implementation of FUnIE-GAN and UGAN.

google-map-downloader icon google-map-downloader

Small tools to download Google maps satellite image for a given extent & zoom level to a TIFF file with geographical coordinates and speeding it up with multiple threads and processes.

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

gym-gazebo2 icon gym-gazebo2

gym-gazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo

gym-maze icon gym-maze

A basic 2D maze environment where an agent start from the top left corner and try to find its way to the bottom left corner.

keras-gan icon keras-gan

Keras implementations of Generative Adversarial Networks.

lime icon lime

Reimplementation of the paper "LIME: A Method for Low-light IMage Enhancement" in ACM MM 2016.

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mazelab icon mazelab

A customizable framework to create maze and gridworld environments

mbllen icon mbllen

Code for “MBLLEN: Low-light Image/Video Enhancement Using CNNs”, BMVC 2018.

metaworld icon metaworld

An open source robotics benchmark for meta- and multi-task reinforcement learning

nice-gan-pytorch icon nice-gan-pytorch

Official PyTorch implementation of NICE-GAN: Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation

openpose-plus icon openpose-plus

High-Performance and Flexible Pose Estimation Framework using TensorFlow, OpenPose and TensorRT

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