weiji14
Geospatial Data Scientist/ML Practitioner @developmentseed. Towards GPU-native and cloud-native geospatial machine learning!
@developmentseedWellington
Pinned Repositories
pygmt
A Python interface for the Generic Mapping Tools.
30DayMapChallenge2021
2021 #30DayMapChallenge data visualization project. Maps made using PyGMT whenever possible.
agu2021
Poster material for AGU Fall Meeting 2021 hybrid conference on 13-17 December 2021.
cog3pio
Cloud-optimized GeoTIFF ... Parallel I/O 🦀
deepbedmap
Going beyond BEDMAP2 using a super resolution deep neural network. Also a convenient flat file data repository for high resolution bed elevation datasets around Antarctica.
deepicedrain
Mapping and monitoring deep subglacial water activity in Antarctica using remote sensing and machine learning, with ICESat-2!
foss4g2023oceania
The ecosystem of geospatial machine learning tools in the Pangeo world.
nz_convnet
A U-net based ConvNet for NZ imagery to classify building outlines.
s2s2net
Sentinel-2 Super-Resolution Segmentation Network
zen3geo
The 🌏 data science library you've been waiting for~
weiji14's Repositories
weiji14/deepbedmap
Going beyond BEDMAP2 using a super resolution deep neural network. Also a convenient flat file data repository for high resolution bed elevation datasets around Antarctica.
weiji14/deepicedrain
Mapping and monitoring deep subglacial water activity in Antarctica using remote sensing and machine learning, with ICESat-2!
weiji14/30DayMapChallenge2021
2021 #30DayMapChallenge data visualization project. Maps made using PyGMT whenever possible.
weiji14/s2s2net
Sentinel-2 Super-Resolution Segmentation Network
weiji14/agu2021
Poster material for AGU Fall Meeting 2021 hybrid conference on 13-17 December 2021.
weiji14/nzasc2021
Poster presented at the New Zealand Antarctic Science Conference 2021 in Christchurch on 10 February 2021.
weiji14/phdthesis
The subglacial landscape and hydrology of Antarctica mapped from space
weiji14/pyissm
Experimental code on running the Ice Sheet System Model (ISSM) via Python instead of the default Matlab interface.
weiji14/actinspacenz
Developing a solution for maritime monitoring using ConvNets on Sentinel 1 radar imagery.
weiji14/bambooflow
First make the hollow pipe, then let the water flow~
weiji14/.github
weiji14/conda-forge-repodata-patches-feedstock
A conda-smithy repository for conda-forge-repodata-patches.
weiji14/conda-lock-refresh-demo
Testing the conda-lock-refresh GitHub Action
weiji14/ctcorenet
Neural network for classifying rock clasts in computed tomography (CT) scans of sediment cores.
weiji14/geopandas
Python tools for geographic data
weiji14/gmt
The Generic Mapping Tools
weiji14/hf-data-scripts
Set of scripts used for making the datasets on https://huggingface.co/openclimatefix
weiji14/hls-foundation-os
This repository contains examples of fine-tuning Harmonized Landsat and Sentinel-2 (HLS) Prithvi foundation model.
weiji14/intake-parquet
Parquet plugin for Intake
weiji14/mmcv-recipe-feedstock
A conda-smithy repository for mmcv-recipe.
weiji14/pyodide
Pyodide is a Python distribution for the browser and Node.js based on WebAssembly
weiji14/pytest-mpl
A pytest plugin to faciliate image comparison for Matplotlib figures
weiji14/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
weiji14/rioxarray
geospatial xarray extension powered by rasterio
weiji14/stackstac
Turn a STAC catalog into a dask-based xarray
weiji14/torchdata
A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.
weiji14/xarray
N-D labeled arrays and datasets in Python
weiji14/xpystac
For extending xarray.open_dataset to accept pystac objects
weiji14/YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
weiji14/zen3geo-feedstock
A conda-smithy repository for zen3geo.