#Ecology

Showing 13 of 13 repositories tagged #ecology, ranked by stars

microsoft
microsoft
Biodiversity

Microsoft AI for Good Lab — Biodiversity research hub. Open-source AI models, edge devices, and tools for biodiversity monitoring and conservation. Your source for MegaDetector, SPARROW, PytorchWildlife, Bioacoustics, and more.

Score
100
★ 1.0k ⑂ 294 +24/day
Python
VIAME
VIAME
VIAME

Video and Image Analytics for Multiple Environments

Score
89
★ 337 ⑂ 88
Python
agentmorris
agentmorris
MegaDetector

MegaDetector is an AI model that helps conservation folks spend less time doing boring things with camera trap images.

Score
78
★ 299 ⑂ 52 +1/day
Jupyter Notebook
PetervanLunteren
PetervanLunteren
AddaxAI

Simplify camera trap image analysis with AI species recognition models based around the MegaDetector model

Score
67
★ 183 ⑂ 37
Python
WildlifeDatasets
WildlifeDatasets
wildlife-datasets

WildlifeDatasets: An open-source toolkit for animal re-identification

Score
44
★ 182 ⑂ 25
Jupyter Notebook
EnvironmentOntology
EnvironmentOntology
envo

A community-driven ontology for the representation of environments

Score
100
★ 166 ⑂ 57
Makefile
drivendataorg
drivendataorg
zamba

A Python package for identifying hundreds of kinds of animals, training custom models, and estimating distance from camera trap videos and images

Score
56
★ 160 ⑂ 39
Python
mooch443
mooch443
trex

TRex, a fast multi-animal tracking system with markerless identification, and 2D estimation of posture and visual fields.

Score
33
★ 121 ⑂ 12 +1/day
C++
EOA-team
EOA-team
eodal

Earth Observation Data Analysis Library

Score
0
★ 100 ⑂ 16
Python
BLayman
BLayman
Artificial-Life-Simulator

An ecologically inspired multi-agent system. Agents are designed with neural network based decision making, and complex resource requirements.

Score
11
★ 57 ⑂ 5
C#
bencevans
bencevans
camtrap-detector

Detect Animals, Humans and Vehicles in Camera Trap Imagery. Powered by MegaDetector v5.

Score
22
★ 55 ⑂ 1
Rust
lter
lter
lterdatasampler

LTER data samples to teach environmental data science

Score
0
★ 52 ⑂ 7
R
mdfirman
mdfirman
CityNet

A neural network classifier for urban soundscapes

Score
0
★ 31 ⑂ 5
Jupyter Notebook
Related Topics
#machine-learning#conservation#deep-learning#camera-traps#computer-vision#megadetector#object-detection#python#data-science#neural-network#biodiversity#artificial-intelligence

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