djmoffat

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

cheat.sh

the only cheat sheet you need

loguru

Python logging made (stupidly) simple

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

py-spy

Sampling profiler for Python programs

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

techniques

Techniques for deep learning with satellite & aerial imagery

optimate

A collection of libraries to optimise AI model performances

ML-Papers-Explained

Explanation to key concepts in ML

alive-progress

A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!

scenic

Scenic: A Jax Library for Computer Vision Research and Beyond

annotated_research_papers

This repo contains annotated research papers that I found really good and useful

zero-to-jupyterhub-k8s

Helm Chart & Documentation for deploying JupyterHub on Kubernetes

multi_agent_path_planning

Python implementation of a bunch of multi-robot path-planning algorithms.

easy-few-shot-learning

Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.

Awesome_Underwater_Datasets

Pointers to large-scale underwater datasets and relevant resources.

sentinel2-cloud-detector

Sentinel Hub Cloud Detector for Sentinel-2 images in Python

waste-datasets-review

List of image datasets with any kind of litter, garbage, waste and trash

aitlas

AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.

xbatcher

Batch generation from xarray datasets

scivision

scivision: a framework for scientific image analysis

litter-detection-review

A list of useful resources in the trash classification and detection (mainly plastic), such as datasets, papers, links to open source projects

sciml-bench

SciML Benchmarking Suite for AI for Science

Satellite-Imagery-Datasets-Containing-Ships

A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.

ELEDNet

Official repository for the paper, "Towards Real-world Event-guided Low-light Video Enhancement and Deblurring", ECCV 2024.

POS2IDON

Pipeline for ocean feature detection with Sentinel 2

Trend_paper

Codes necessary to produce the results of the paper "Contrasted trends in chlorophyll-a satellite products" Pauthenet et al (submitted)

fabm-spectral

FABM implementation of the Ocean-Atmosphere Spectral Irradiance Model, which simulates the propagation of spectrally resolved direct and diffuse irradiance in atmosphere and oceans.

denoise.github.io