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Shawn Yao's Projects

advent icon advent

Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation

change-detection-review icon change-detection-review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

dada icon dada

Depth-aware Domain Adaptation in Semantic Segmentation

deepsvg icon deepsvg

[NeurIPS 2020] Official code for the paper "DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation". Includes a PyTorch library for deep learning with SVG data.

dl_for_rsis icon dl_for_rsis

Deep Leaning (DL) for remote sensing image (RSI) classification.

gee_s1_ard icon gee_s1_ard

Creates an analysis ready sentinel-1 SAR image collection in Google Earth Engine by applying additional border noise correction, speckle filtering and radiometric terrain normalization.

geodataviz-toolkit icon geodataviz-toolkit

The GeoDataViz Toolkit is a set of resources that will help you communicate your data effectively through the design of compelling visuals. In this repository we are sharing resources, assets and other useful links.

hipie icon hipie

Code release for "Hierarchical Open-vocabulary Universal Image Segmentation"

house_diffusion icon house_diffusion

The implementation of "HouseDiffusion: Vector Floorplan Generation via a Diffusion Model with Discrete and Continuous Denoising", https://arxiv.org/abs/2211.13287

im2vec icon im2vec

[CVPR 2021 Oral] Im2Vec Synthesizing Vector Graphics without Vector Supervision

imageprocessing100wen icon imageprocessing100wen

「画像処理100本ノック」中文版本!为图像处理初学者设计的 100 个问题。

lcz icon lcz

Local climate zone mapping in metropolitan China

mask_rcnn_test icon mask_rcnn_test

Use tensorflow object_detection to finetuning a Mask R-CNN model

multitemporal-metrics-sentinels icon multitemporal-metrics-sentinels

This script calculates multitemporal metrics out of Sentinel 1 & 2 imagery on Google Earth Engine. Outputs are: Sentinel-2 median composite. RGB composite of NDBI, NDVI and NDWI. Sentinel-1 composite of percentile 90, 50, 05 and standard deviation of VV and VH polarizations. Inputs: dates, geometry and Sentinel-1 orbit path (optional).

nerf_pl icon nerf_pl

NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

osm2vectortiles icon osm2vectortiles

Generating global vector tiles from OSM Planet. Please upgrade to OpenMapTiles.

rssc-transfer icon rssc-transfer

Repository with the source code and models for the paper "The Role of Pre-Training in High-Resolution Remote Sensing Scene Classification"

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