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biowatch

Analyze, visualize, and explore camera trap datasets with ease

https://github.com/earthtoolsmaker/biowatch

Science Score: 26.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (10.5%) to scientific vocabulary

Keywords

camtrap-dp ml wildlife
Last synced: 6 months ago · JSON representation

Repository

Analyze, visualize, and explore camera trap datasets with ease

Basic Info
Statistics
  • Stars: 4
  • Watchers: 2
  • Forks: 1
  • Open Issues: 15
  • Releases: 11
Topics
camtrap-dp ml wildlife
Created 12 months ago · Last pushed 6 months ago
Metadata Files
Readme

README.md

Biowatch

Biowatch Logo

GitHub package.json version


Download | Support Us | Contact Us



Biowatch is a powerful tool for wildlife researchers and conservationists to analyze, visualize, and explore CamtrapDP datasets with ease.

Overview

Key Features

  • 🗺️ Interactive Maps: Visualize camera trap locations and wildlife sightings with interactive maps and spatial analysis tools.
  • 📊 Data Analysis: Generate insights with powerful analytics tools, species identification, and temporal activity patterns.
  • 🗃️ Media Management: Organize, tag, and search through thousands of camera trap images and videos with ease.

Development

This section explains how to contribute to the Biowatch codebase.

Recommended IDE Setup

Project Setup

Install

bash $ npm install

Development Server

bash $ npm run dev

Build

```bash

For windows

$ npm run build:win

For macOS

$ npm run build:mac

For Linux

$ npm run build:linux ```

ML Models Integration

The ML Models are integrated as python environments where each model can be spawn as an HTTP server that defines a /predict endpoint.

Make sure to install all the python environments locally.

Install uv with pipx:

bash pipx install uv

Build the python environments:

bash npm run build:python-env-common

Owner

  • Name: earthtoolsmaker
  • Login: earthtoolsmaker
  • Kind: organization

GitHub Events

Total
  • Create event: 22
  • Release event: 3
  • Issues event: 20
  • Watch event: 2
  • Delete event: 15
  • Issue comment event: 26
  • Push event: 115
  • Pull request review event: 28
  • Pull request review comment event: 24
  • Pull request event: 38
  • Fork event: 1
Last Year
  • Create event: 22
  • Release event: 3
  • Issues event: 20
  • Watch event: 2
  • Delete event: 15
  • Issue comment event: 26
  • Push event: 115
  • Pull request review event: 28
  • Pull request review comment event: 24
  • Pull request event: 38
  • Fork event: 1

Committers

Last synced: 7 months ago

All Time
  • Total Commits: 271
  • Total Committers: 2
  • Avg Commits per committer: 135.5
  • Development Distribution Score (DDS): 0.439
Past Year
  • Commits: 271
  • Committers: 2
  • Avg Commits per committer: 135.5
  • Development Distribution Score (DDS): 0.439
Top Committers
Name Email Commits
Jeremy Vuillermet j****t@g****m 152
Arthur Caillau a****r@c****e 119
Committer Domains (Top 20 + Academic)
caillau.me: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 26
  • Total pull requests: 62
  • Average time to close issues: 6 days
  • Average time to close pull requests: 2 days
  • Total issue authors: 3
  • Total pull request authors: 2
  • Average comments per issue: 0.5
  • Average comments per pull request: 0.47
  • Merged pull requests: 49
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 26
  • Pull requests: 62
  • Average time to close issues: 6 days
  • Average time to close pull requests: 2 days
  • Issue authors: 3
  • Pull request authors: 2
  • Average comments per issue: 0.5
  • Average comments per pull request: 0.47
  • Merged pull requests: 49
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • Chouffe (20)
  • ioRekz (5)
  • peterdesmet (1)
Pull Request Authors
  • Chouffe (43)
  • ioRekz (19)
Top Labels
Issue Labels
enhancement (13) bug (4) documentation (1)
Pull Request Labels
enhancement (1)

Dependencies

.github/workflows/build.yml actions
  • actions/checkout v3 composite
  • actions/setup-node v3 composite
  • actions/setup-python v4 composite
  • samuelmeuli/action-electron-builder v1 composite
.github/workflows/release.yml actions
  • softprops/action-gh-release v1 composite
package-lock.json npm
  • 647 dependencies
package.json npm
  • @electron-toolkit/eslint-config ^2.0.0 development
  • @electron-toolkit/eslint-config-prettier ^3.0.0 development
  • @vitejs/plugin-react ^4.3.4 development
  • electron ^34.2.0 development
  • electron-builder ^25.1.8 development
  • electron-vite ^3.0.0 development
  • eslint ^9.20.1 development
  • eslint-plugin-react ^7.37.4 development
  • eslint-plugin-react-hooks ^5.1.0 development
  • eslint-plugin-react-refresh ^0.4.19 development
  • prettier ^3.5.1 development
  • react ^18.3.1 development
  • react-dom ^18.3.1 development
  • vite ^6.1.0 development
  • @electron-toolkit/preload ^3.0.1
  • @electron-toolkit/utils ^4.0.0
  • electron-log ^5.3.0
  • electron-updater ^6.3.9
python/Pipfile pypi
  • flask *
  • flask-cors *
  • pyinstaller *
python/Pipfile.lock pypi
  • altgraph ==0.17.4
  • blinker ==1.9.0
  • click ==8.1.8
  • flask ==3.1.0
  • flask-cors ==5.0.1
  • itsdangerous ==2.2.0
  • jinja2 ==3.1.5
  • macholib ==1.16.3
  • markupsafe ==3.0.2
  • packaging ==24.2
  • pyinstaller ==6.12.0
  • pyinstaller-hooks-contrib ==2025.1
  • setuptools ==75.8.2
  • werkzeug ==3.1.3