Popular GitHub Repositories for Gis Utils

Flops counter for convolutional networks in pytorch framework

Tez is a super-simple and lightweight Trainer for PyTorch. It also comes with many utils that you can use to tackle over 90% of deep learning projects in PyTorch.

A curated list of resources focused on Machine Learning in Geospatial Data Science.

Computer vision utils for Blender (generate instance annoatation, depth and 6D pose by one line code)

CosmiQ Works Geospatial Machine Learning Analysis Toolkit

An attempt to map the areas with active conflict in Ukraine using twitter data and NLP.

Minimal sharded dataset loaders, decoders, and utils for multi-modal document, image, and text datasets.

utils to use word embedding models like word2vec vectors in a PostgreSQL database

Torchélie is a set of utility functions, layers, losses, models, trainers and other things for PyTorch.

Utils and data sets for audio and PyTorch

GeeFlow - generate and process large-scale geospatial datasets with Google Earth Engine.

In this project, several approaches for training/finetuning an audio gender recognition is provided. The code can simply be used for any other audio classification task by simply changing the number of classes and the input dataset.

Python library for mineral prospectivity mapping

Utils and modules for Speech Language and Multimodal processing using pytorch and pytorch lightning

ODEON is a task-agnostic framework for deep learning applied to remote sensing

Generative AI based image editing/inpainting made super easy to work with.

Common deep learning utils.

A Python package offering toolkits for geospatial processing, watershed delineation, and hydrologic analysis.

Your Google Colab Assistant

Common classes and utils for Tensorflow