npucino
I love mixing remote sensing with AI and Deep Learning approaches at large scales. I am building a diverse remote sensing of the environment background having a
Australian National UniversityCanberra
Pinned Repositories
aerial-imagery-segmentation
Codebase for the MSc thesis paper Aerial Imagery Pixel-level Segmentation
awesome-sar
A curated list of awesome Synthetic Aperture Radar (SAR) software, libraries, and resources.
CoastSat.PlanetScope
Batch shoreline extraction toolkit for PlanetScope Dove satellite imagery
dea-notebooks
Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for xarray time series, raster and vector geospatial analysis
deep-learning-with-pytorch
Content from the University of British Columbia's Master of Data Science course DSCI 572.
deep_learning_ecology
Educational Resources on Neural Networks for Ecology and Remote Sensing
EVO-HYS
Evolutionary Approaches for Endmember Extraction in Hyperspectral Unmixing using Genetic Algorithms
gds19
Geographic Data Science'19
keras-vision-transformer
The Tensorflow, Keras implementation of Swin-Transformer and Swin-UNET
sandpyper
Tools for beach volumetric and behavioral dynamics monitoring from multitemporal UAV-SfM datasets.
npucino's Repositories
npucino/sandpyper
Tools for beach volumetric and behavioral dynamics monitoring from multitemporal UAV-SfM datasets.
npucino/keras-vision-transformer
The Tensorflow, Keras implementation of Swin-Transformer and Swin-UNET
npucino/aerial-imagery-segmentation
Codebase for the MSc thesis paper Aerial Imagery Pixel-level Segmentation
npucino/CoastSat.PlanetScope
Batch shoreline extraction toolkit for PlanetScope Dove satellite imagery
npucino/dea-notebooks
Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for xarray time series, raster and vector geospatial analysis
npucino/deep-learning-with-pytorch
Content from the University of British Columbia's Master of Data Science course DSCI 572.
npucino/geemap
A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and folium
npucino/geodemo
A Python package for interactive mapping
npucino/hylite
An open-source toolbox for spectral geology
npucino/isofit
Imaging Spectrometer Optimal FITting
npucino/jostar
Feature Selection Library for Data Sciences in Python
npucino/keras-unet-collection
The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.
npucino/line_profiler
Line-by-line profiling for Python
npucino/npucino
npucino/npucino.github.io
Personal website
npucino/py-wave-runup
Empirical wave runup models implemented in Python
npucino/pybeach
A Python package for locating the dune toe on cross-shore beach profile transects.
npucino/pydensecrf
Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.
npucino/resuneta
mxnet source code for the resuneta semantic segmentation models
npucino/sandpiper
- Tools for automatic UAV-SfM beach volumetric and behavioural analysis -
npucino/scipy_con_2019
Tutorial Sessions for SciPy Con 2019
npucino/staged-recipes
A place to submit conda recipes before they become fully fledged conda-forge feedstocks
npucino/statrethink_course_in_pymc3
Statistical Rethinking course in pymc3
npucino/Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
npucino/TensorFlow-Advanced-Segmentation-Models
A Python Library for High-Level Semantic Segmentation Models based on TensorFlow and Keras with pretrained backbones.
npucino/test
npucino/test2
npucino/test_data
Sharing landcover polygons for testing solvers
npucino/ThinkBayes2
Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
npucino/unmixing
Interactive tools for spectral mixture analysis of multispectral raster data in Python