Luciana Nieto's repositories
preliminary_exam
repository containing a Google Colab notebook with the steps and data processing for the literature review conducted during the exams, and the files to perform the analysis
agridatasets
Agricultural datasets
CoastSat
Global shoreline mapping tool from satellite imagery
datapane
Datapane is the easiest way to create data science reports from Python.
DexiNed
DexiNed: Dense EXtreme Inception Network for Edge Detection
Complete-Data-Science
This repository contains everything you need to become proficient in Data Science
Data-Science-Projects-yieldPrediction
Explore my diverse collection of projects showcasing machine learning, data analysis, and more. Organized by project, each directory contains code, datasets, documentation, and resources. Dive in, to discover insights and techniques in data science. Reach out for collaborations and feedback.
earthengine-api
Python and JavaScript bindings for calling the Earth Engine API.
field-delineation
Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.
FireCLR-Wildfires
Unsupervised Wildfire Change Detection based on Contrastive Learning
ipyannotations
Data annotations in python using jupyter notebooks
metrica
Prediction Performance Metrics
models_tensorflow
Models and examples built with TensorFlow
Practical-Time-Series-Analysis
Practical Time-Series Analysis, published by Packt
raster-vision
An open source framework for deep learning on satellite and aerial imagery. Using PyTorch
remote-sensing-datasets
Remote sensing datasets for machine and deep learning, model deployment & software
satellite-image-deep-learning
Resources for deep learning with satellite & aerial imagery
Semantic-Segmentation-Architecture
A repository contains the code for various semantic segmentation in TensorFlow and PyTorch framework.
stac-spec
SpatioTemporal Asset Catalog specification - making geospatial assets openly searchable and crawlable
streamlit-example
Example Streamlit app that you can fork to test out share.streamlit.io
streamlit-template
A streamlit app template based on streamlit-option-menu
tensorflow-eo-training
Deep learning with TensorFlow and earth observation data.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.