{"id":34722032,"url":"https://github.com/beringresearch/datasets","last_synced_at":"2026-04-24T04:33:28.629Z","repository":{"id":43824104,"uuid":"285229348","full_name":"beringresearch/datasets","owner":"beringresearch","description":"Package for flexible tensorflow dataset creation","archived":false,"fork":false,"pushed_at":"2022-03-18T11:33:56.000Z","size":19581,"stargazers_count":1,"open_issues_count":5,"forks_count":0,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-09-09T15:06:11.415Z","etag":null,"topics":["dataset-generation","deeplearning","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/beringresearch.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}},"created_at":"2020-08-05T08:34:59.000Z","updated_at":"2022-02-17T12:07:45.000Z","dependencies_parsed_at":"2022-08-02T16:15:24.151Z","dependency_job_id":null,"html_url":"https://github.com/beringresearch/datasets","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/beringresearch/datasets","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/beringresearch%2Fdatasets","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/beringresearch%2Fdatasets/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/beringresearch%2Fdatasets/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/beringresearch%2Fdatasets/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/beringresearch","download_url":"https://codeload.github.com/beringresearch/datasets/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/beringresearch%2Fdatasets/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32209893,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-24T03:15:14.334Z","status":"ssl_error","status_checked_at":"2026-04-24T03:15:11.608Z","response_time":64,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":["dataset-generation","deeplearning","tensorflow"],"created_at":"2025-12-25T01:48:59.288Z","updated_at":"2026-04-24T04:33:28.624Z","avatar_url":"https://github.com/beringresearch.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Build Tensorflow Input Pipelines\n\n`datasets` is a python package that enables users to quickly build complex Tensorflow datasets. The tool offers flexibility to import out-of-memory datasets and apply image augmentation functions in real time.\n\n`datasets` API borrows heavily from [`ImageDataGenerator`](https://www.tensorflow.org/api_docs/python/tf/keras/preprocessing/image/ImageDataGenerator), making it nearly a drop-in replacement. However, `TFImageDataset` class is approximately 5-fold faster than the `ImageDataGenerator`.\n\n## Installation\n\nThe latest stable version can be installed directly from github:\n\n```bash\ngit clone https://github.com/beringresearch/datasets/\ncd datasets\npython3 install --editable .\n```\n\n## Getting Started\nCheck out [example notebook](https://github.com/beringresearch/datasets/blob/master/examples/Import%20Images%20from%20DataFrame.ipynb) to get started with the package.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fberingresearch%2Fdatasets","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fberingresearch%2Fdatasets","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fberingresearch%2Fdatasets/lists"}