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https://github.com/lromul/argus-birdsong

https://github.com/lromul/argus-birdsong

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
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (5.2%) to scientific vocabulary
Last synced: 6 months ago · JSON representation

Repository

Basic Info
  • Host: GitHub
  • Owner: lRomul
  • License: mit
  • Language: Python
  • Default Branch: master
  • Size: 99.6 KB
Statistics
  • Stars: 1
  • Watchers: 0
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 5 years ago · Last pushed over 5 years ago
Metadata Files
Readme License

README.md

Cornell Birdcall Identification

Source code of solution for Cornell Birdcall Identification competition.

Solution

Key points: * Log-scaled mel-spectrograms * CNN models * Low public/private score :)

Quick setup and start

Requirements

The provided Dockerfile is supplied to build an image with CUDA support and cuDNN.

Preparations

  • Clone the repo, build docker image. bash git clone https://github.com/lRomul/argus-birdsong.git cd argus-birdsong make build

  • Download and extract dataset to data folder.

Run

  • Run docker container bash make

  • Create folds split bash python make_folds.py

  • Train model bash python train.py --experiment train_001

Owner

  • Name: Ruslan Baikulov
  • Login: lRomul
  • Kind: user
  • Location: Moscow, Russia

Deep Learning Engineer

GitHub Events

Total
Last Year

Committers

Last synced: 9 months ago

All Time
  • Total Commits: 51
  • Total Committers: 1
  • Avg Commits per committer: 51.0
  • 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
ruslan r****3@g****m 51

Issues and Pull Requests

Last synced: 9 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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