{"id":21191911,"url":"https://github.com/edgeimpulse/bird-data-download","last_synced_at":"2025-06-10T16:11:30.047Z","repository":{"id":104672143,"uuid":"269807882","full_name":"edgeimpulse/bird-data-download","owner":"edgeimpulse","description":null,"archived":false,"fork":false,"pushed_at":"2025-02-10T10:16:58.000Z","size":30,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":17,"default_branch":"master","last_synced_at":"2025-06-05T21:46:07.412Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause-clear","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/edgeimpulse.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2020-06-05T23:28:14.000Z","updated_at":"2025-02-10T10:17:02.000Z","dependencies_parsed_at":null,"dependency_job_id":"8954f8bf-353c-4e8a-9d96-66336f57ce2b","html_url":"https://github.com/edgeimpulse/bird-data-download","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/edgeimpulse%2Fbird-data-download","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/edgeimpulse%2Fbird-data-download/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/edgeimpulse%2Fbird-data-download/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/edgeimpulse%2Fbird-data-download/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/edgeimpulse","download_url":"https://codeload.github.com/edgeimpulse/bird-data-download/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/edgeimpulse%2Fbird-data-download/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":259106728,"owners_count":22805941,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-11-20T19:06:16.642Z","updated_at":"2025-06-10T16:11:30.036Z","avatar_url":"https://github.com/edgeimpulse.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Bird audio dataset creation script\n\nThis script will download bird audio recordings from https://www.xeno-canto.org, split them into 8 second files, and create training and test datasets of the desired size.\n\nA noise class will be added using background noise downloaded from the following sources:\n\n- https://github.com/microsoft/MS-SNSD\n- https://ai.googleblog.com/2017/08/launching-speech-commands-dataset.html\n\nTraining sets will be balanced, so each class will have the same number of samples. Test sets include all available remaining samples.\n\n### Usage\n\nTo download the default audio dataset (oak titmouse and mourning dove), run the script `prepare_data.py` using python 3. You will need to install any dependencies that are missing.\n\nAudio for different birds can be downloaded by editing the `init` and `if __name__ == \"__main__\":` sections of the file to specify the desired species.\n\n### Uploading to Edge Impulse\n\nThe script in `upload_all.sh` provides an example of how to upload the data to Edge Impulse for the default dataset. You will need to modify this if you add different birds.\n\n### Note\n\nThis is a rough script provided for experimentation only.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fedgeimpulse%2Fbird-data-download","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fedgeimpulse%2Fbird-data-download","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fedgeimpulse%2Fbird-data-download/lists"}