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netflora

https://github.com/netflora/netflora

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 (4.4%) to scientific vocabulary
Last synced: 11 months ago · JSON representation

Repository

Basic Info
  • Host: GitHub
  • Owner: NetFlora
  • License: gpl-3.0
  • Language: Python
  • Default Branch: main
  • Size: 28.4 MB
Statistics
  • Stars: 29
  • Watchers: 6
  • Forks: 12
  • Open Issues: 0
  • Releases: 1
Created over 2 years ago · Last pushed about 1 year ago
Metadata Files
Readme License

README.es.md

Netflora

Abrir en Colab

El proyecto Netflora implica la aplicación de geotecnologías en la automatización forestal y el mapeo de reservas de carbono en áreas de bosque nativo en la Amazonía Occidental. Es una iniciativa desarrollada por Embrapa Acre con el apoyo del Fondo JBS por la Amazonía.

Aquí trataremos el componente "Inventario Forestal con uso de drones". Los drones y la inteligencia artificial se utilizan para automatizar etapas del inventario forestal en la identificación de especies estratégicas. Más de 40,000 hectáreas de áreas forestales ya han sido mapeadas con el objetivo de recopilar información para componer el dataset de Netflora.

Logo de Netflora Logo de Embrapa Acre Logo del Fondo JBS

Ejecutando la Detección

!python detect.py --device 0 --weights model_weights.pt --img 1536

Ejemplos de Detección por los Algoritmos

Açaí Palmera PFMNs

Sitio Web

https://www.embrapa.br/acre/netflora

Citación

Licencia

Distribuido bajo la licencia GPL 3.0. Consulte LICENSE para más información.

Enlaces Útiles

Agradecimientos

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Owner

  • Login: NetFlora
  • Kind: user

GitHub Events

Total
  • Issues event: 2
  • Watch event: 9
  • Issue comment event: 2
  • Push event: 9
  • Fork event: 5
Last Year
  • Issues event: 2
  • Watch event: 9
  • Issue comment event: 2
  • Push event: 9
  • Fork event: 5

Committers

Last synced: 11 months ago

All Time
  • Total Commits: 78
  • Total Committers: 2
  • Avg Commits per committer: 39.0
  • Development Distribution Score (DDS): 0.167
Past Year
  • Commits: 12
  • Committers: 1
  • Avg Commits per committer: 12.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Mauro Alessandro Karasinski 7****o@u****m 65
NetFlora 1****a@u****m 13

Issues and Pull Requests

Last synced: 11 months ago

All Time
  • Total issues: 3
  • Total pull requests: 0
  • Average time to close issues: 23 days
  • Average time to close pull requests: N/A
  • Total issue authors: 3
  • Total pull request authors: 0
  • Average comments per issue: 1.33
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 2
  • Pull requests: 0
  • Average time to close issues: 27 days
  • Average time to close pull requests: N/A
  • Issue authors: 2
  • Pull request authors: 0
  • Average comments per issue: 1.0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • jonauq2508 (1)
  • thamyklotz (1)
  • lupionpe (1)
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels

Dependencies

requirements.txt pypi
  • Pillow >=7.1.2
  • PyYAML >=5.3.1
  • folium *
  • geopandas *
  • ipython *
  • matplotlib >=3.2.2
  • numpy *
  • opencv-python >=4.1.1
  • pandas >=1.1.4
  • protobuf <4.21.3
  • psutil *
  • rasterio *
  • requests >=2.23.0
  • scipy >=1.4.1
  • seaborn >=0.11.0
  • tensorboard >=2.4.1
  • thop *
  • torch >=1.7.0,
  • torchvision >=0.8.1,
  • tqdm >=4.41.0