MarconiS
Just another data science, plant and food enthusiast PhD student in Quantitative Ecology, questioning about how plants functional dimensions scale across the US
@weecology
Pinned Repositories
awesome-satellite-imagery-datasets
List of satellite imagery datasets with annotations for computer vision and deep learning
Continental-scale-Hyperspectral-tree-species-classification-in-the-National-Ecological-Observatory-N
repo with code to reproduce model training and analysis from Marconi et al., 2022
DeepTreeAttention
Implementation of Hang et al. 2020 "Hyperspectral Image Classification with Attention Aided CNNs" for tree species prediction
Disentangling-the-role-of-phylogeny-and-climate-on-joint-leaf-trait-distributions-across-Eastern-Uni
code and analysis for reproducing results of the Disentangling the role of phylogeny and climate on joint leaf trait distributions across Eastern United States manuscript
ecosystem_predictors
Estimating-individual-level-plant-traits-at-scale
toolbox to extract ecological information at individual tree level from NEON data
GEOtreehealth
pipeline for tree health detection from a combination of HSI, LiDAR and RGB remote sensing data
HyTools-sandbox
tree_mask_delineation
integrating deepForest, lidR and SAM to extract tree crown superpixels
neonVegWrangleR
Wrangling NEON vegetation structure (vst) for integration with Airborne Observation Platform (AOP) remote sensing data
MarconiS's Repositories
MarconiS/Continental-scale-Hyperspectral-tree-species-classification-in-the-National-Ecological-Observatory-N
repo with code to reproduce model training and analysis from Marconi et al., 2022
MarconiS/GEOtreehealth
pipeline for tree health detection from a combination of HSI, LiDAR and RGB remote sensing data
MarconiS/Estimating-individual-level-plant-traits-at-scale
toolbox to extract ecological information at individual tree level from NEON data
MarconiS/tree_mask_delineation
integrating deepForest, lidR and SAM to extract tree crown superpixels
MarconiS/DeepTreeAttention
Implementation of Hang et al. 2020 "Hyperspectral Image Classification with Attention Aided CNNs" for tree species prediction
MarconiS/Disentangling-the-role-of-phylogeny-and-climate-on-joint-leaf-trait-distributions-across-Eastern-Uni
code and analysis for reproducing results of the Disentangling the role of phylogeny and climate on joint leaf trait distributions across Eastern United States manuscript
MarconiS/ecosystem_predictors
MarconiS/AgentGPT
🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.
MarconiS/Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
MarconiS/Auto-GPT-Plugins
Plugins for Auto-GPT
MarconiS/biodivMortality
MarconiS/CameraTraps
Tools for training and running detectors and classifiers for wildlife images collected from motion-triggered cameras.
MarconiS/deep-learning-wizard
Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.
MarconiS/deep-rl-class
This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.
MarconiS/DeepForest
Python Package for Tree Crown Detection in Airborne RGB imagery
MarconiS/detectree2
MarconiS/fun_classifier
MarconiS/idtrees_competition_evaluation
Evaluation metrics for 2020 competition using NEON remote sensing data
MarconiS/infinity-hugo
Infinity Coming Soon Template Hugo Version by themefisher
MarconiS/meghna-hugo
Meghna Hugo is a responsive one-page business template built with HTML5/CSS3, Hugo, JavaScript, and JQuery. The template is minimalist, lightweight, and fast loading.
MarconiS/NeonSpeciesClassification
experimental repo for making species classification from NEON RS, from weakly supervised labels to triplet loss network
MarconiS/neonwranglerpy
MarconiS/overview
Overview of the Clarity language for smart contracts
MarconiS/PortalData_forestGEO
Replicate portal data repo structure to polish and harmonize forestGEO data
MarconiS/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.
MarconiS/soilDB
soilDB: Simplified Access to NCSS Soil Databases
MarconiS/stablediffusion
High-Resolution Image Synthesis with Latent Diffusion Models
MarconiS/stackbit-theme-planty
Planty is an e-commerce ready theme for Stackbit, powered by Snipcart.
MarconiS/starter-academic
🎓 Easily create a beautiful academic résumé or educational website using Hugo, GitHub, and Netlify
MarconiS/stat_rethinking_2022
Statistical Rethinking course winter 2022