Yoni Nachmany's Projects
Pre-training fast.ai models on Sentinel-2 data from BigEarthNet for land cover classification in Slovenia
Virtual reality art therapy using Google Cardboard
Mask-RCNN baseline for the crowdAI Mapping Challenge
Overture Maps Data
CIS 700-004: Deep Learning for Data Science final project
Predict labels on rasters processed by GeoTrellis using pre-trained Raster Vision models
a Go version of hack4impact/flask-base, āA simple Flask boilerplate app with SQLAlchemy, Redis, User Authentication, and more."
Template repository and README for submissions to Bellingcat's Global Hackathon
"Finding Matches Between Two Images" research project, mentored by Inbar Aharon in the International Summer Science Institute (ISSI) at the Weizmann Institute of Science in Rehovot, Israel
CIS 700-004: Deep Learning for Data Science final project
maps
A consolidated project for prototyping multiple mapping solutions
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
Overture Maps Schema
An interactive web app for creating satellite imagery chips for any location
[DEMO] TiTiler extension for xarray
Public Fused UDFs. Build any scale workflows with the Fused Python SDK and Workbench webapp, and integrate them into your stack with the Fused Hosted API.
Monitoring shootings across the United States.
Automate process for view classification of the Apical 4 chamber, Apical 2 chamber and Parasternal long axis. Segmentation of the Apical 4 chamber and Apical 2 chamber. Calculate measurements of the Ejection Fraction of the heart to classify it as normal, abnoral or grayzone.
An experiment to query Xarray datasets with SQL
Batch generation from xarray datasets
An Xarray extension for Google Earth Engine
An implementation of chunked, compressed, N-dimensional arrays for Python.