westamine
PhD in computer science, ML/AI deep learning researcher with application in remote sensing and computer vision.
Beihang University (China)Algeria
Pinned Repositories
30daymap-2023
Repository for hosting materials for my 30 Day Map Challenge (2023) Journey!
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Arabic_NLP_resources
awesome-hyperspectral-image-unmixing
Resource collection for the paper "Integration of Physics-Based and Data-Driven Models for Hyperspectral Image Unmixing: A summary of current methods" (SPM 2023).
awesome-vision-language-models-for-earth-observation
A curated list of awesome vision and language resources for earth observation.
BuildFormer
Building Extraction from remote sensing image using Vision Transformer, IEEE Transactions on Geoscience and Remote Sensing, 2022
Data-science
Collection of useful data science topics along with code and articles
PyDataNYC2014
"Analyzing Satellite Images With Python Scientific Stack" by Milos Miljkovic
westamine's Repositories
westamine/30daymap-2023
Repository for hosting materials for my 30 Day Map Challenge (2023) Journey!
westamine/Arabic_NLP_resources
westamine/generative-ai-for-beginners
12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
westamine/adversarial-robustness-toolbox
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
westamine/AIO2-few-labels
Official implementation of TGRS paper - AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation
westamine/autogeobound
Automatic field boundary delineation via deep learning and weak supervision (paper)
westamine/awesome-adapter-resources
Collection of Tools and Papers related to Adapters / Parameter-Efficient Transfer Learning/ Fine-Tuning
westamine/Awesome-Continual-Test-Time-Adaptation
westamine/awesome-domain-adaptation
A collection of AWESOME things about domian adaptation
westamine/awesome-hpc
A collection of Awesome HPC software and tools
westamine/awesome-test-time-adaptation
Collection of awesome test-time (domain/batch/instance) adaptation methods
westamine/bookdown
Authoring Books and Technical Documents with R Markdown
westamine/CoastSat
Global shoreline mapping tool from satellite imagery
westamine/data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
westamine/DataScience_Interactive_Python
Python interactive dashboards for learning data science
westamine/firefront
ForeFire is an open-source code for wildland fire spread models
westamine/Imperceptibility-of-Tabular-Adversarial-attack
westamine/MATH350
Statistical Inference Course
westamine/pandas-ai
PandasAI is the Python library that integrates Gen AI into pandas, making data analysis conversational
westamine/PsCo
Unsupervised Meta-Learning via Few-shot Pseudo-supervised Contrastive Learning (ICLR 2023)
westamine/pycls
Codebase for Image Classification Research, written in PyTorch.
westamine/pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
westamine/RStoolbox
Remote Sensing Data Analysis in R 🛰
westamine/Seg-Uncertainty
IJCAI2020 & IJCV2021 :city_sunrise: Unsupervised Scene Adaptation with Memory Regularization in vivo
westamine/Sentinel1-Flood-Finder
ML Flood Finder Package from Sentinel 1 (SAR) Imagery
westamine/ST-Paper
Spatio-Temporal Prediction Paper List
westamine/T-Rex
Detect and count any objects by visual prompting
westamine/Visual-Reasoning-Papers
📄 A curated list of visual reasoning papers.
westamine/visualblocks
Visual Blocks for ML is a Google visual programming framework that lets you create ML pipelines in a no-code graph editor. You – and your users – can quickly prototype workflows by connecting drag-and-drop ML components, including models, user inputs, processors, and visualizations.
westamine/zenml
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.