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https://github.com/bencevans/camtrap-detector

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

https://github.com/bencevans/camtrap-detector

Science Score: 36.0%

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
    1 of 4 committers (25.0%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (11.7%) to scientific vocabulary

Keywords

ai4good camera-traps conservation ecology hacktoberfest megadetector neural-network tauri-app

Keywords from Contributors

cameratrap interactive projection generic sequences archival genomics observability autograding hacking
Last synced: 5 months ago · JSON representation

Repository

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

Basic Info
  • Host: GitHub
  • Owner: bencevans
  • License: apache-2.0
  • Language: Rust
  • Default Branch: main
  • Homepage: https://camtrap.net/detector
  • Size: 13.7 MB
Statistics
  • Stars: 43
  • Watchers: 5
  • Forks: 1
  • Open Issues: 15
  • Releases: 5
Topics
ai4good camera-traps conservation ecology hacktoberfest megadetector neural-network tauri-app
Created over 3 years ago · Last pushed 6 months ago
Metadata Files
Readme Contributing License

README.md

drawing

CamTrap Detector

Detect Animals, Humans and Vehicles with a friendly graphical interface. Powered by MegaDetector v5.

Features

  • 👀 Detects Animals, Humans and Vehicles in Camera Trap Imagery
  • 🧑‍💻 Runs on Windows, macOS & Ubuntu
  • ➡️ Multiple Export Formats
    • CSV for working in Excel, Numbers etc.
    • JSON for integration with other tooling.
    • Images filtered by animal/vehicle/human occupancy with bounding boxes/detections drawn on.
  • 🔌 Run anywhere, no internet required.
  • 🕵️ Privacy Preserving: No need to share images with a 3rd party
  • 🚀 Acceleration using NVIDIA GPUs with CUDA
  • 💰 Free and Open Source... contributions and/or sponsorship are very welcome.

Installation

Installers are available for Windows, macOS and Linux from https://camtrap.net/detector. Once the installer has been downloaded, no internet is required to install and run the application.

Screenshots

| Select | Process | Export | |---------|---------|--------| | macos_selection | macos_processing | macos_export | |windows_select png-shadow|windows_process png-shadow|windows_export png-shadow|

❤️ Sponsors and Contributors

Great big thank you to all that have supported this project. Including London HogWatch for inital funding and continued guidance. Blue Chimp Limited for development and compute resources. MegaDetector Team for their work collating, developing and producing generalisable detection models. The many other Open Source projects this work sits upon (nodejs modules, rust crates).

Contributing

Contributions of all kinds are welcome!

Owner

  • Name: Ben Evans
  • Login: bencevans
  • Kind: user
  • Location: London, UK
  • Company: Institute of Zoology, ZSL

GitHub Events

Total
  • Create event: 104
  • Release event: 2
  • Issues event: 3
  • Watch event: 6
  • Delete event: 94
  • Issue comment event: 9
  • Push event: 133
  • Pull request review comment event: 2
  • Pull request review event: 6
  • Pull request event: 183
Last Year
  • Create event: 104
  • Release event: 2
  • Issues event: 3
  • Watch event: 6
  • Delete event: 94
  • Issue comment event: 9
  • Push event: 133
  • Pull request review comment event: 2
  • Pull request review event: 6
  • Pull request event: 183

Committers

Last synced: about 2 years ago

All Time
  • Total Commits: 321
  • Total Committers: 4
  • Avg Commits per committer: 80.25
  • Development Distribution Score (DDS): 0.495
Past Year
  • Commits: 131
  • Committers: 3
  • Avg Commits per committer: 43.667
  • Development Distribution Score (DDS): 0.206
Top Committers
Name Email Commits
Ben Evans b****n@b****o 162
dependabot[bot] 4****] 156
Ben Evans B****s@b****k 2
wsyxbcl w****l@g****m 1
Committer Domains (Top 20 + Academic)
brunel.ac.uk: 1 bluechimp.io: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 23
  • Total pull requests: 313
  • Average time to close issues: 5 months
  • Average time to close pull requests: 3 days
  • Total issue authors: 6
  • Total pull request authors: 3
  • Average comments per issue: 1.3
  • Average comments per pull request: 0.16
  • Merged pull requests: 272
  • Bot issues: 0
  • Bot pull requests: 277
Past Year
  • Issues: 3
  • Pull requests: 108
  • Average time to close issues: N/A
  • Average time to close pull requests: 2 days
  • Issue authors: 3
  • Pull request authors: 2
  • Average comments per issue: 0.0
  • Average comments per pull request: 0.07
  • Merged pull requests: 79
  • Bot issues: 0
  • Bot pull requests: 99
View more stats
Top Authors
Issue Authors
  • bencevans (16)
  • dependabot[bot] (2)
  • issabellaserrani (1)
  • wsyxbcl (1)
  • SimonKravis (1)
  • Garryghost-lab (1)
  • 425776024 (1)
Pull Request Authors
  • dependabot[bot] (387)
  • bencevans (45)
  • wsyxbcl (1)
Top Labels
Issue Labels
feature request (5) bug (3) dependencies (2) javascript (2)
Pull Request Labels
dependencies (387) javascript (196) rust (185) github_actions (6)