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@AMI-system

AMI-system

Automated monitoring of insects

This organisation hosts the source code of software for deploying, and analysing data from, the Automated Monitoring of Insects (AMI) systems.

   

About Us

The AMI project is a collaboration between a number of different institutions including:

UKCEH Logo      Espace pour la vie Montreal Logo      MILA Logo     

Vermont center for ecostudies logo Logo      Aarhus University Logo     The Alan Turing Institute Logo     

University of Sherbrooke Logo      National Resources Canada Logo

 

Current Project Repos Included Here

AMBER: Automated Monitoring of Biodiversity using Edge Processing and Remote Sensors

This is a collaboration between the UKCEH and the Alan Turing Institute. The project aims to develop a on device systems for automated identification of insects. More info here. The repositories involved in this project are:

  • gbif_download_standalone: A standalone tool to download images from the GBIF database according to a species list.
  • species_classifier: Training a deep learning model for insect species classification.
  • pi_inferences: standalone scripts to perform inferences on a Raspberry Pi.
  • amber-inferences: performs inferences on AMBER data for the JASMIN or Baskerville servers

Popular repositories Loading

  1. species_classifier species_classifier Public

    This repository contains the code to create on-device machine learning models for species classification.

    Jupyter Notebook 2

  2. ami_setup ami_setup Public

    AMI configuration files

    Python 1 2

  3. gbif_download_standalone gbif_download_standalone Public

    A standalone repo to download images from the GBIF database according to a species list.

    Jupyter Notebook 1

  4. pi_inferences pi_inferences Public

    Scripts to run inferences on embedded device

    Python 1 1

  5. .github .github Public

    Repo to populate the organisation's profile.

  6. gbif-species-trainer-AMI-fork gbif-species-trainer-AMI-fork Public

    Forked from RolnickLab/gbif-species-trainer

    Code for training a fine-grained species classification model using data from GBIF

    Python

Repositories

Showing 10 of 15 repositories
  • amber-inferences Public

    Pipeline to perform inferences for AMBER data on servers

    AMI-system/amber-inferences’s past year of commit activity
    Python 0 MIT 0 6 0 Updated Jan 8, 2025
  • ami_setup Public

    AMI configuration files

    AMI-system/ami_setup’s past year of commit activity
    Python 1 MIT 2 18 1 Updated Jan 7, 2025
  • .github Public

    Repo to populate the organisation's profile.

    AMI-system/.github’s past year of commit activity
    0 0 0 0 Updated Dec 11, 2024
  • object-store-scripts Public

    Scripts to interact with the object store.

    AMI-system/object-store-scripts’s past year of commit activity
    Python 0 0 7 0 Updated Dec 11, 2024
  • ami-dashboard Public

    dashboard for AMBER project

    AMI-system/ami-dashboard’s past year of commit activity
    JavaScript 0 0 4 0 Updated Nov 20, 2024
  • species_classifier Public

    This repository contains the code to create on-device machine learning models for species classification.

    AMI-system/species_classifier’s past year of commit activity
    Jupyter Notebook 2 MIT 0 7 0 Updated Nov 14, 2024
  • gbif_download_standalone Public

    A standalone repo to download images from the GBIF database according to a species list.

    AMI-system/gbif_download_standalone’s past year of commit activity
    Jupyter Notebook 1 MIT 0 5 (1 issue needs help) 0 Updated Nov 14, 2024
  • pi_inferences Public

    Scripts to run inferences on embedded device

    AMI-system/pi_inferences’s past year of commit activity
    Python 1 MIT 1 0 0 Updated Nov 11, 2024
  • ami-data-companion Public Forked from RolnickLab/ami-data-companion

    Desktop app for analyzing images from autonomous insect monitoring stations using deep learning models

    AMI-system/ami-data-companion’s past year of commit activity
    Python 0 MIT 3 0 0 Updated Oct 24, 2024
  • ami-api Public

    API to AMI push data into the server

    AMI-system/ami-api’s past year of commit activity
    Python 0 0 4 0 Updated Aug 27, 2024