EcoAssist

An open-source application designed to streamline the work of ecologists dealing with camera trap images.
https://github.com/petervanlunteren/addaxai

Category: Biosphere
Sub Category: Terrestrial Wildlife

Keywords

cameratraps conservation-ai machine-learning-algorithms megadetector object-detection-model python3

Keywords from Contributors

conservation ecology animals annotation-tool classifier-model yolov5 wildlife camera-traps

Last synced: about 10 hours ago
JSON representation

Repository metadata

AI-assisted camera trap analysis: detection, species recognition, verification, dashboards and exports. Free, open source, for Windows, macOS and Linux.

Host: GitHub
URL: https://github.com/petervanlunteren/addaxai
Owner: PetervanLunteren
License: mit
Created: 2022-01-29T13:43:22.000Z (over 4 years ago)
Default Branch: main
Last Pushed: 2026-08-12T16:07:07.000Z (8 days ago)
Last Synced: 2026-08-12T23:39:37.856Z (8 days ago)
Topics: cameratraps, conservation-ai, machine-learning-algorithms, megadetector, object-detection-model, python3
Language: Python
Homepage: https://addaxdatascience.com/addaxai/
Size: 19.5 MB
Stars: 190
Watchers: 15
Forks: 39
Open Issues: 0
Releases: 86
Metadata Files:
- Readme: README.md
- License: LICENSE
- Citation: citation.cff
- Zenodo: .zenodo.json

README.md

GitHub
GitHub last commit

Website: https://www.addaxai.com/

Documentation: https://docs.addaxai.com/

Forum: https://forum.addaxai.com/

AddaxAI is an application designed to streamline the work of ecologists dealing with camera trap images. It’s an AI platform that allows you to analyse images with machine learning models for automatic detection, offering ecologists a way to save time and focus on conservation efforts.

Citation (citation.cff)

cff-version: "1.2.0"
authors:
- family-names: Lunteren
  given-names: Peter
  name-particle: van
  orcid: "https://orcid.org/0000-0001-5488-4225"
doi: 10.5281/zenodo.7223363
message: If you use this software, please cite our article in the
  Journal of Open Source Software.
preferred-citation:
  authors:
  - family-names: Lunteren
    given-names: Peter
    name-particle: van
    orcid: "https://orcid.org/0000-0001-5488-4225"
  date-published: 2023-08-04
  doi: 10.21105/joss.05581
  issn: 2475-9066
  issue: 88
  journal: Journal of Open Source Software
  publisher:
    name: Open Journals
  start: 5581
  title: "AddaxAI: A no-code platform to train and deploy custom
    YOLOv5 object detection models"
  type: article
  url: "https://joss.theoj.org/papers/10.21105/joss.05581"
  volume: 8
title: "AddaxAI: A no-code platform to train and deploy custom YOLOv5
  object detection models"

Owner metadata

Name: Peter van Lunteren
Login: PetervanLunteren
Email:
Kind: user
Description: Wildlife ecologist and data scientist with a special interest in ML
Website:
Location: Utrecht, NL
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/85185478?u=167d3f64f0865deaab1c0fe03d8049eeb4b6229d&v=4
Repositories: 3
Last ynced at: 2023-05-12T10:23:04.957Z
Profile URL: https://github.com/PetervanLunteren

GitHub Events

Total

Create event: 24
Delete event: 13
Fork event: 7
Issue comment event: 52
Issues event: 28
Pull request event: 19
Pull request review event: 1
Push event: 676
Release event: 13
Watch event: 26

Last Year

Create event: 2
Fork event: 1
Issue comment event: 8
Issues event: 6
Pull request event: 3
Push event: 246
Release event: 1
Watch event: 9

Committers metadata

Last synced: 1 day ago

Total Commits: 2,442
Total Committers: 17
Avg Commits per committer: 143.647
Development Distribution Score (DDS): 0.073

Commits in past year: 924
Committers in past year: 7
Avg Commits per committer in past year: 132.0
Development Distribution Score (DDS) in past year: 0.035

Name	Email	Commits
Peter van Lunteren	c**t@p**m	2264
Peter van Lunteren	p**n@P**l	88
github-actions[bot]	g****]	53
Peter van Lunteren	p**r@P**l	12
Evan Hallein	e**n@i**m	7
Peter van Lunteren	p**n@P**e	4
Japh	j**h@h**m	2
wsyxbcl	y**i@s**n	2
Dan Morris	a**s@g**m	2
Daveiano	d**e@g**m	1
ESSNIA	s**e@t**a	1
HKimura787	4****7	1
Peter van Lunteren	p**n@P**n	1
=	=	1
Mike Szyndel	3****l	1
OnesiSamba	o**a@w**g	1
Robert Kampf	R**f@g**e	1

Committer domains:

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 40
Total pull requests: 40
Average time to close issues: about 1 month
Average time to close pull requests: 8 days
Total issue authors: 28
Total pull request authors: 16
Average comments per issue: 3.25
Average comments per pull request: 1.0
Merged pull request: 30
Bot issues: 0
Bot pull requests: 0

Past year issues: 6
Past year pull requests: 13
Past year average time to close issues: 4 months
Past year average time to close pull requests: 23 days
Past year issue authors: 6
Past year pull request authors: 9
Past year average comments per issue: 3.0
Past year average comments per pull request: 1.85
Past year merged pull request: 9
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/petervanlunteren/addaxai

Top Issue Authors

arky (5)
ESSNIA (3)
SimonKravis (3)
ehallein (3)
Anujkrishna12 (2)
PetervanLunteren (2)
Wildnativebird (1)
sergewich (1)
rolanddu (1)
ddd999 (1)
Lorenzofrangini (1)
JoejynWan (1)
iTsMaaT (1)
andrea-petrullo (1)
jillwettlaufer (1)

Top Pull Request Authors

PetervanLunteren (17)
ehallein (4)
agentmorris (3)
UlvHare (2)
Daveiano (2)
ESSNIA (2)
wsyxbcl (1)
HKimura787 (1)
TeodoroTopa (1)
mstimberg (1)
Japh (1)
mszyndel (1)
cdavisv (1)
chrisdoehring (1)
davidmarcos98 (1)

Top Issue Labels

in progress (3)
to do (1)
enhancement (1)

Top Pull Request Labels

Dependencies

electron/package.json npm

@electron/notarize ^2.2.1 development
@playwright/test ^1.62.0 development
@types/node ^20.10.0 development
electron ^34.0.0 development
electron-builder ^25.1.8 development
playwright ^1.62.0 development
typescript ^5.3.3 development
electron-store ^8.1.0

frontend/package.json npm

@eslint/js ^9.39.1 development
@types/chroma-js ^2.4.5 development
@types/leaflet ^1.9.21 development
@types/maplibre-gl ^1.13.2 development
@types/node ^24.10.1 development
@types/react ^19.2.5 development
@types/react-dom ^19.2.3 development
@vitejs/plugin-react ^5.1.1 development
autoprefixer ^10.4.22 development
class-variance-authority ^0.7.1 development
clsx ^2.1.1 development
eslint ^9.39.1 development
eslint-plugin-react-hooks ^7.0.1 development
eslint-plugin-react-refresh ^0.4.24 development
globals ^16.5.0 development
lucide-react ^0.561.0 development
postcss ^8.5.6 development
tailwind-merge ^3.4.0 development
tailwindcss ^3.4.19 development
tailwindcss-animate ^1.0.7 development
typescript ~5.9.3 development
typescript-eslint ^8.46.4 development
vite ^7.2.4 development
@hookform/resolvers ^5.2.2
@radix-ui/react-accordion ^1.2.12
@radix-ui/react-alert-dialog ^1.1.15
@radix-ui/react-collapsible ^1.1.12
@radix-ui/react-context-menu ^2.2.16
@radix-ui/react-dialog ^1.1.15
@radix-ui/react-dropdown-menu ^2.1.16
@radix-ui/react-hover-card ^1.1.15
@radix-ui/react-icons ^1.3.2
@radix-ui/react-label ^2.1.8
@radix-ui/react-popover ^1.1.15
@radix-ui/react-select ^2.2.6
@radix-ui/react-separator ^1.1.8
@radix-ui/react-slider ^1.3.6
@radix-ui/react-slot ^1.2.4
@radix-ui/react-switch ^1.2.6
@radix-ui/react-tooltip ^1.2.8
@tanstack/react-query ^5.90.12
@tanstack/react-router ^1.141.1
@tanstack/react-virtual ^3.13.19
@turf/bbox ^7.3.4
@turf/helpers ^7.3.4
@turf/hex-grid ^7.3.4
@turf/points-within-polygon ^7.3.4
chart.js ^4.5.1
chroma-js ^3.2.0
cmdk ^1.1.1
country-flag-emoji-polyfill ^0.1.8
date-fns ^4.1.0
framer-motion ^12.23.26
konva ^10.2.0
leaflet ^1.9.4
maplibre-gl ^5.15.0
next-themes ^0.4.6
react ^19.2.0
react-chartjs-2 ^5.3.1
react-day-picker ^9.14.0
react-dom ^19.2.0
react-hook-form ^7.68.0
react-konva ^19.2.2
react-leaflet ^5.0.0
react-leaflet-cluster ^4.1.3
react-map-gl ^8.1.0
react-router-dom ^6.30.2
recharts ^3.6.0
sonner ^2.0.7
zod ^4.1.13
zustand ^5.0.9

frontend/package-lock.json npm

516 dependencies

backend/requirements.txt pypi

Pillow ==11.0.0
PyExifTool ==0.5.6
alembic ==1.14.0
astral >=3.2
fastapi ==0.115.6
httpx ==0.28.1
huggingface-hub >=0.20.0
ijson >=3.2.0
mypy ==1.13.0
numpy ==2.4.1
opencv-python-headless ==4.10.0.84
openpyxl ==3.1.5
pydantic ==2.10.4
pydantic-settings ==2.7.0
pyshp ==2.3.1
pytest ==8.3.4
pytest-asyncio ==0.24.0
pytest-cov ==6.0.0
python-multipart ==0.0.20
pyyaml ==6.0.2
redis ==5.2.1
requests >=2.31.0
ruff ==0.8.4
sqlalchemy ==2.0.36
timezonefinder >=8.2,<9
truststore >=0.9.1
uvicorn ==0.34.0
websockets ==14.1

backend/backend.spec rpm

.github/workflows/download-metrics.yml actions

actions/checkout v4 composite
actions/setup-python v5 composite

.github/workflows/tests.yml actions

actions/checkout v4 composite
actions/setup-node v4 composite
actions/setup-python v5 composite

.github/workflows/docs.yml actions

actions/checkout v4 composite
actions/deploy-pages v4 composite
actions/setup-node v4 composite
actions/upload-pages-artifact v3 composite

backend/app/ml/envs/addaxai-base/darwin/environment.yml conda

exiftool
pip
python 3.11

docs/package-lock.json npm

1266 dependencies

backend/pyproject.toml pypi

.github/workflows/build-electron.yml actions

actions/checkout v6 composite
actions/setup-node v6 composite
actions/setup-python v6 composite
actions/upload-artifact v7 composite
softprops/action-gh-release v3 composite

backend/app/ml/envs/addaxai-base/linux/environment.yml conda

exiftool
pip
python 3.11

backend/app/ml/envs/pywildlife/windows/environment.yml conda

pip
python 3.11

backend/app/ml/envs/pytorch/windows/environment.yml conda

pip
python 3.11

backend/app/ml/envs/pytorch/linux/environment.yml conda

pip
python 3.11

backend/app/ml/envs/pywildlife/darwin/environment.yml conda

pip
python 3.11

backend/app/ml/envs/pywildlife/linux/environment.yml conda

pip
python 3.11

backend/app/api/routers/setup.py pypi

backend/app/ml/envs/tensorflow-v2/linux/environment.yml conda

pip
python 3.11

backend/app/ml/envs/addaxai-base/windows/environment.yml conda

exiftool
pip
python 3.11

backend/app/ml/envs/tensorflow-v2/darwin/environment.yml conda

pip
python 3.10

backend/app/ml/envs/pytorch/darwin/environment.yml conda

pip
python 3.11

backend/app/ml/envs/tensorflow-v1/darwin/environment.yml conda

pip
python 3.8.15

docs/package.json npm

@docusaurus/module-type-aliases ^3.7.0 development
@docusaurus/tsconfig ^3.7.0 development
@docusaurus/types ^3.7.0 development
typescript ~5.6.0 development
@docusaurus/core ^3.7.0
@docusaurus/preset-classic ^3.7.0
@docusaurus/theme-mermaid ^3.7.0
@easyops-cn/docusaurus-search-local ^0.48.0
@mdx-js/react ^3.0.0
clsx ^2.1.0
prism-react-renderer ^2.3.0
react ^18.3.0
react-dom ^18.3.0

backend/app/ml/envs/tensorflow-v1/linux/environment.yml conda

conda-forge:
pip
python 3.10

backend/app/ml/envs/tensorflow-v1/windows/environment.yml conda

conda-forge:
pip
python 3.10

backend/app/ml/envs/tensorflow-v2/windows/environment.yml conda

pip
python 3.11

electron/package-lock.json npm

377 dependencies

Score: 8.080237416216702

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Open Sustainable Technology