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arxiv_daliy_papers icon arxiv_daliy_papers

Build a daily academic subscription pipeline! Get daily Arxiv papers and corresponding chatGPT summaries with pre-defined keywords. It is deployed on GitHub automated without the need for manual running locally.

changeos icon changeos

ChangeOS: Building damage assessment via Deep Object-based Semantic Change Detection - (RSE 2021)

flood_monitor icon flood_monitor

Monitor flood with Sentinel-1,2 images from muti-scale perspective on GEE.

mambacd icon mambacd

ChangeMamba: Change Detection Based on Spatio-Temporal State Space Model

mrcd icon mrcd

multi-resolution change detection analysis, training and module design

ufcd icon ufcd

A Pytorch-based toolbox for three different change detection tasks, including binary change detection (BCD), semantic change detection (SCD), and building damage assessment (BDA).

xview2nd icon xview2nd

Code for xView2 challenge (https://xview2.org/) submission. 2nd place submission in Track 3: "Evaluation Only". Ranked ranked 40th on leaderboard before unverified code was removed. Paper at https://arxiv.org/pdf/2004.05525.pdf. Presentation at https://slideslive.com/38926353/building-disaster-damage-assessment-in-satelite-imagery-with-multitempora

xview2unet icon xview2unet

Modified Unet (paired image input and more stages) for natural disaster building segmentation and damage classification for DUI XView2 2019 competition

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