Zhengxia Zou's Projects
Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning
An awesome README template to jumpstart your projects!
BigWigs is a World of Warcraft AddOn to predict certain AI behaviour to improve the players performance. This Modification is build for Patch 1.12.1 and its content for use on the Classic-WoW private Server.
Creative Commons Licenses for Github
Generative Adversarial Training for Weakly Supervised Cloud Matting, in ICCV 2019
Pytorch implementation of the paper: "A Unified Framework for Separating Superimposed Images", in CVPR 2020.
Image restoration with neural networks but without learning.
End-to-End Object Detection with Transformers
Ensemble-Based Cascaded Constrained Energy Minimization for Hyperspectral Target Detection
Synthetic Image generation with Flip. Generate thousands of new 2D images from a small batch of objects and backgrounds.
An empirical study on evaluation metrics of generative adversarial networks.
Adversarial Training for Solving Inverse Problems
Easy TOC creation for GitHub README.md
A synthetic satellite imagery dataset for semantic segmentation and domain adaptation.
A customizable life embetterment robot.
ICCV2019 - A painting AI that can reproduce paintings stroke by stroke using deep reinforcement learning.
Compute Vanishing points using RANSAC and rectify the image
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
Neural Magic Eye: Learning to See and Understand the Scene Behind an Autostereogram, arXiv:2012.15692.
Image-to-Image Translation in PyTorch
Rocket-recycling with Reinforcement Learning
Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"
Toolbox to integrate optimal transport loss functions using automatic differentiation and Sinkhorn's algorithm
Official Pytorch implementation of the preprint paper "Castle in the Sky: Dynamic Sky Replacement and Harmonization in Videos", in arXiv:2010.11800.
Implementation A Style-Based Generator Architecture for Generative Adversarial Networks in PyTorch
Official Pytorch implementation of the preprint paper "Stylized Neural Painting", in CVPR 2021.
Visualization of numerical optimization algorithms
Just playing with getting VQGAN+CLIP running locally, rather than having to use colab.