fmartinmonier

François Martin-Monier's starred repositories

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Language:Jupyter NotebookApache-2.03467100

AWS-Certified-Machine-Learning-Study-Notes

2019 AWS Certified Machine Learning – Study Notes

200

UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery, ISPRS. Also, including other vision transformers and CNNs for satellite, aerial image and UAV image segmentation.

Language:PythonGPL-3.061200

LSKNet

(ICCV 2023) Large Selective Kernel Network for Remote Sensing Object Detection

Language:PythonNOASSERTION41000

Cell-DETR

Official and maintained implementation of the paper "Attention-Based Transformers for Instance Segmentation of Cells in Microstructures" [BIBM 2020].

Language:PythonMIT9900

synthetic-satellite-imagery

This repo contains codes, scripts, documents, etc, that are deliverables and helpers for the synthetic satellite imagery project from Microsoft AI-for-good lab.

Language:Jupyter NotebookMIT2500

dramatron

Dramatron uses large language models to generate coherent scripts and screenplays.

Language:Jupyter NotebookApache-2.093700

Methane-detection-from-hyperspectral-imagery

Deep Learning based Remote Sensing Methods for Methane Detection in Airborne Hyperspectral Imagery

Language:PythonMIT4800

basurales

Detection of Open Landfills - Basurales a Cielo Abierto

Language:Jupyter NotebookApache-2.0800

techniques

Techniques for deep learning with satellite & aerial imagery

Apache-2.0817800

google-maps-services-python

Python client library for Google Maps API Web Services

Language:PythonApache-2.0443800

Compact-Transformers

Escaping the Big Data Paradigm with Compact Transformers, 2021 (Train your Vision Transformers in 30 mins on CIFAR-10 with a single GPU!)

Language:PythonApache-2.048700

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

Language:Jupyter NotebookMIT524200

Satellite_Imagery_Analysis

Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.

Language:Jupyter NotebookGPL-3.023200

Excel_Automation_with_Python

Automate Excel with Python

Language:Jupyter Notebook4300

Data-Science-Hacks

Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

Language:Jupyter NotebookGPL-3.039700