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https://github.com/bencevans/megadetector-contained

Docker image for running the MegaDetector v4 camera-trap object detection model.

https://github.com/bencevans/megadetector-contained

Science Score: 13.0%

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
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    DOI references
  • ○
    Academic publication links
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (3.0%) to scientific vocabulary

Keywords

camera-traps cameratrap megadetector object-detection
Last synced: 5 months ago · JSON representation

Repository

Docker image for running the MegaDetector v4 camera-trap object detection model.

Basic Info
  • Host: GitHub
  • Owner: bencevans
  • Language: Dockerfile
  • Default Branch: main
  • Homepage:
  • Size: 1.95 KB
Statistics
  • Stars: 3
  • Watchers: 2
  • Forks: 9
  • Open Issues: 0
  • Releases: 0
Topics
camera-traps cameratrap megadetector object-detection
Created about 5 years ago · Last pushed over 3 years ago
Metadata Files
Readme

README.md

MegaDetector Contained

Docker image for running the MegaDetector camera-trap object detection model.

Requirements

  • CUDA 11.0 (adjustable by changing base image)
  • docker
  • nvidia-docker (sudo apt install nvidia-docker2 on Ubuntu 20.04.1)

Building

bash docker build -t bencevans/megadetector .

Batch Detection

bash nvidia-docker run --rm -it -v "$(pwd)":/dataset bencevans/megadetector \ python detection/run_tf_detector_batch.py \ --recursive --output_relative_filenames --checkpoint_frequency 10000 \ /workspace/blobs/4.1.0.pb /dataset/ /dataset/md.4.1.0.json

Owner

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

GitHub Events

Total
Last Year

Committers

Last synced: 8 months ago

All Time
  • Total Commits: 3
  • Total Committers: 1
  • Avg Commits per committer: 3.0
  • Development Distribution Score (DDS): 0.0
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Ben Evans b****n@b****o 3
Committer Domains (Top 20 + Academic)
bluechimp.io: 1

Issues and Pull Requests

Last synced: 12 months ago

All Time
  • Total issues: 0
  • Total pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Total issue authors: 0
  • Total pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
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Dependencies

Dockerfile docker
  • nvidia/cuda 11.0-base-ubuntu20.04 build