Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

In this study, a method has been developed and demonstrated for industrial cameras to determine the optimum camera position during the image acquisition phase.

Implementation of different autofocus functions using python. The main goal is to obtain efficiently the maximal contrast between pixels

A fast reverse proxy to help you expose a local server behind a NAT or firewall to the internet.

Depth Anything V2. A More Capable Foundation Model for Monocular Depth Estimation

Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.

Javascript Library for meteorological and atmospheric tools

An object tracking project with YOLOv8 and ByteTrack, speed up by C++ and TensorRT.

[NeurIPS'24] Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling

Matplotlib styles for scientific plotting

⚡ Datoviz: high-performance GPU scientific data visualization C/C++/Python library

A large compression model for weather and climate data, which compresses a 400+ TB ERA5 dataset into a new 0.8 TB CRA5 dataset.

Xarray extension for unstructured climate and global weather data analysis and visualization.

ICTP Regional Climate Model

Surface level pollen forecast using a Neural Network Emulator

Google Earth Engine Feature Collections via Dask Dataframes

Wind retrievals for the WindCube lidar

Python codes to estimate moments from Doppler spectra

Open source real-time translation app for Android that runs locally

A collection of tools and configs to interpolate/regrid DWD's ICON data from triangular/icosahedral to regular latitude-longiture/geographical grid.

[IJCAI'21] Deep Automatic Natural Image Matting

Deep Image Matting: A Comprehensive Survey

Scientific colormaps for python, with only numpy dependency

A convenient package to read GMT style cpt-files to matplotlib cmaps and mimic the dynamic scaling around a hinge point

Reformat datasets into zarr

The most streamlined road map to learn ML fundamentals for free.

This tool allows you to easily convert any image into a 3D print-ready STL model. The surface of the model will display the image when illuminated from the left side.

Download, process and plot data from the ICON global model used at DWD

Code for the paper "Poseidon: Efficient Foundation Models for PDEs"