{"id":18842366,"url":"https://github.com/lusinlu/image-entropy-gpu","last_synced_at":"2025-09-03T06:31:22.882Z","repository":{"id":102434280,"uuid":"417486109","full_name":"lusinlu/image-entropy-GPU","owner":"lusinlu","description":"Calculation of the entropy of the batch of images (whole image or patches)","archived":false,"fork":false,"pushed_at":"2021-10-15T13:21:29.000Z","size":5,"stargazers_count":9,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-04T10:30:46.933Z","etag":null,"topics":["computer-vision","deep-learning","entropy","entropy-measures","gpu","pytorch"],"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/lusinlu.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":"2021-10-15T12:08:41.000Z","updated_at":"2024-09-11T20:14:23.000Z","dependencies_parsed_at":null,"dependency_job_id":"08e5c37b-2b94-4163-a809-281be4edf09b","html_url":"https://github.com/lusinlu/image-entropy-GPU","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/lusinlu/image-entropy-GPU","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lusinlu%2Fimage-entropy-GPU","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lusinlu%2Fimage-entropy-GPU/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lusinlu%2Fimage-entropy-GPU/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lusinlu%2Fimage-entropy-GPU/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/lusinlu","download_url":"https://codeload.github.com/lusinlu/image-entropy-GPU/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lusinlu%2Fimage-entropy-GPU/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273403479,"owners_count":25099294,"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","status":"online","status_checked_at":"2025-09-03T02:00:09.631Z","response_time":76,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":["computer-vision","deep-learning","entropy","entropy-measures","gpu","pytorch"],"created_at":"2024-11-08T02:54:29.392Z","updated_at":"2025-09-03T06:31:22.632Z","avatar_url":"https://github.com/lusinlu.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# image_entropy_GPU\nScript for calculating the entropy of the batch of images on GPU with Pytorch.\nTwo options are available\n1. Calculate entropy of the whole image - pass `--patch_size 0`\n2. Calculate entropy of patches in the image - pass `--patch_size 'size of the patch'` (default is 64)\n\n## Requirements\nfor installing required packages run\n` pip install -r requirements.txt`\n\n## Usage\nTo test the code run\n\n`python main.py --data_path 'path to images' `\n\n\n## Acknowledgement\nCalculation of the pdf function is modified from [kornia](https://github.com/kornia/kornia). \n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flusinlu%2Fimage-entropy-gpu","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flusinlu%2Fimage-entropy-gpu","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flusinlu%2Fimage-entropy-gpu/lists"}