Forest Tree Detection ML Frameworks
ML datasets, tools, and models for detecting, identifying, and counting trees in satellite, aerial, and LiDAR imagery. Does NOT include general object detection, vegetation coverage prediction, or non-forest applications (e.g., swimming pools, landfills).
There are 29 forest tree detection frameworks tracked. The highest-rated is google-deepmind/forest_typology at 45/100 with 106 stars.
Get all 29 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=forest-tree-detection&limit=20"
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| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
google-deepmind/forest_typology
Datasets to protect Earth's forests and biodiversity |
|
Emerging |
| 2 |
jasonmanesis/Satellite-Imagery-Datasets-Containing-Ships
This repository provides a comprehensive list of radar and optical satellite... |
|
Emerging |
| 3 |
blutjens/awesome-forests
🌳 A curated list of ground-truth forest datasets for the machine learning... |
|
Emerging |
| 4 |
vipulchaturvedi/treesense-imaging
Deep Learning based web application to automate tree enumeration in forest... |
|
Emerging |
| 5 |
mratsim/Amazon-Forest-Computer-Vision
Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch /... |
|
Emerging |
| 6 |
dymaxionlabs/burned-area-detection
Detection of burned areas using deep learning from satellite images |
|
Emerging |
| 7 |
ishaanshah/botanical-trees
Unofficial implementation of the paper "Learning to reconstruct botanical... |
|
Emerging |
| 8 |
talhayavcin/Tree-detection-from-satellite-images
Tree detection from satellite image using deep learning for the final... |
|
Emerging |
| 9 |
andreluizbvs/PLAD
STN PLAD: A Dataset for Multi-Size Power Line Assets Detection in... |
|
Emerging |
| 10 |
maidacundo/real-time-fire-segmentation-deep-learning
Implementation of a Deep Neural Architecture to perform real-time semantic... |
|
Emerging |
| 11 |
PRBonn/digiforests
DigiForests Dataset Development Kit |
|
Emerging |
| 12 |
andreluizbvs/InsPLAD
Inspection of Power Line Assets Dataset (InsPLAD) |
|
Emerging |
| 13 |
dymaxionlabs/basurales
Detection of Open Landfills - Basurales a Cielo Abierto |
|
Emerging |
| 14 |
easz/urban-tree
detect urban trees with the help of aerial images |
|
Emerging |
| 15 |
CodeFlowOrg/forestTreesTagging
This project has the vision to assist the officials for Forest trees census... |
|
Emerging |
| 16 |
mathworks/Wood-Species-Classification-Using-Vibration-Signature
Artificial Intelligence based model for classifying different wood species... |
|
Emerging |
| 17 |
JorisJoBo/treedentifier
This project allows users to use LiDAR data to identify trees on specific... |
|
Emerging |
| 18 |
mkurc1/climbingcrux_model
The climbing crux model is a machine-learning project that aims to recognize... |
|
Experimental |
| 19 |
Jonas1312/swimming-pool-detection
Swimming Pool Detection on Aerial Images With AI. |
|
Experimental |
| 20 |
RSandAI/VHRTrees
A benchmark dataset for deep learning-based tree detection: VHRTrees |
|
Experimental |
| 21 |
Felipe-RA/udeai_forest
A project to predict vegetation coverage of Satellital Images |
|
Experimental |
| 22 |
RSandAI/VHRTreeSpecies
A benchmark dataset for deep learning and transformer based tree species... |
|
Experimental |
| 23 |
jagennath-hari/TreeScan3D-Multi-Threaded-Tree-Detection
TreeScan3D is an innovative project that leverages the power of 3D computer... |
|
Experimental |
| 24 |
akhilchibber/Swimming-Pool-Detection
Deep Learning based Swimming Pool Detection in Satellite Imagery |
|
Experimental |
| 25 |
AEL-Lab/satellite-object-detection-dataset-v2
New version of the satellite/space object detection (SOD) dataset (SODv2) |
|
Experimental |
| 26 |
lanceasher09/Bachelors-Thesis
A Transfer Learning framework for detecting forest fires in data-scarce... |
|
Experimental |
| 27 |
HarshShinde0/tree-orchard-detection
Tree / Orchard Detection & Counting from High-Resolution Satellite Images |
|
Experimental |
| 28 |
1694521740/The-urban-building-rooftop-Pho-tovoltaic-Dataset
"The urban building rooftop photovoltaic dataset" is a deep learning... |
|
Experimental |
| 29 |
thomas914/The-Tree-Huggers-Index
We are The Tree Huggers. This is a group project for the HackUST, The Tree... |
|
Experimental |