{"id":14958880,"url":"https://github.com/uranusx86/random-erasing-tensorflow","last_synced_at":"2025-10-24T16:30:25.028Z","repository":{"id":74942611,"uuid":"161785410","full_name":"uranusx86/Random-Erasing-tensorflow","owner":"uranusx86","description":"A complete Tensorflow implementation of cutout random erasing (without numpy)","archived":false,"fork":false,"pushed_at":"2019-01-08T12:17:04.000Z","size":542,"stargazers_count":13,"open_issues_count":0,"forks_count":5,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-31T02:41:16.550Z","etag":null,"topics":["argumentation","deep-learning","image-processing","neural-network","paper-implementations","preprocessing","python","tensorflow","tensorflow-experiments"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/uranusx86.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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}},"created_at":"2018-12-14T13:02:58.000Z","updated_at":"2022-07-20T02:32:06.000Z","dependencies_parsed_at":"2023-04-13T22:34:45.067Z","dependency_job_id":null,"html_url":"https://github.com/uranusx86/Random-Erasing-tensorflow","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/uranusx86%2FRandom-Erasing-tensorflow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/uranusx86%2FRandom-Erasing-tensorflow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/uranusx86%2FRandom-Erasing-tensorflow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/uranusx86%2FRandom-Erasing-tensorflow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/uranusx86","download_url":"https://codeload.github.com/uranusx86/Random-Erasing-tensorflow/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":237999454,"owners_count":19399882,"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":["argumentation","deep-learning","image-processing","neural-network","paper-implementations","preprocessing","python","tensorflow","tensorflow-experiments"],"created_at":"2024-09-24T13:18:26.592Z","updated_at":"2025-10-24T16:30:24.651Z","avatar_url":"https://github.com/uranusx86.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Random-Erasing-tensorflow\nA data argumentation implementation of random erasing using Tensorflow \u003cbr/\u003e\nWITHOUT numpy !\n\n**Note: this side project is just for fun, the performance is equal to numpy version when using i5 CPU, but a bit lower than numpy version when using i7 CPU**\n\n# Dependency\n1. Tensorflow 1.10+\n\n# Result\n![](https://github.com/uranusx86/Random-Erasing-tensorflow/blob/master/data/random_erasing.jpg)\n\n# Test Performance\n```\npython3 test_performance.py\n```\nCurrent version test @ CPU i5-3470 \u0026 GPU GTX1080ti \u003cbr/\u003e\nnumpy: 0.1695 sec/image \u003cbr/\u003e\nTF: 0.1696 sec/image\n\n# Ref\n1. [Random Erasing Data Augmentation](http://arxiv.org/abs/1602.02830), Zhun Zhong, Liang Zheng, Guoliang Kang, Shaozi Li, Yi Yang\n2. [Random Erasing (Author version)](https://github.com/zhunzhong07/Random-Erasing)\n3. [Cutout Random Erasing (Keras version)](https://github.com/yu4u/cutout-random-erasing)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Furanusx86%2Frandom-erasing-tensorflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Furanusx86%2Frandom-erasing-tensorflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Furanusx86%2Frandom-erasing-tensorflow/lists"}