{"id":15961225,"url":"https://github.com/hadim/captchanet","last_synced_at":"2025-03-18T07:13:33.553Z","repository":{"id":62560869,"uuid":"194722762","full_name":"hadim/captchanet","owner":"hadim","description":"A simple but yet efficient neural networks to solve captcha images.","archived":false,"fork":false,"pushed_at":"2019-07-26T13:04:16.000Z","size":7811,"stargazers_count":1,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-15T14:01:44.788Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/hadim.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":"2019-07-01T18:19:12.000Z","updated_at":"2020-07-30T01:47:51.000Z","dependencies_parsed_at":"2022-11-03T14:45:23.112Z","dependency_job_id":null,"html_url":"https://github.com/hadim/captchanet","commit_stats":null,"previous_names":[],"tags_count":3,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hadim%2Fcaptchanet","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hadim%2Fcaptchanet/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hadim%2Fcaptchanet/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hadim%2Fcaptchanet/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hadim","download_url":"https://codeload.github.com/hadim/captchanet/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244173554,"owners_count":20410300,"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":"2024-10-07T15:41:11.955Z","updated_at":"2025-03-18T07:13:33.533Z","avatar_url":"https://github.com/hadim.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# captchanet\n\n[![Build Status](https://travis-ci.com/hadim/captchanet.svg?branch=master)](https://travis-ci.com/hadim/captchanet)\n\nA simple but yet efficient neural networks to solve captcha images.\n\nFeatures:\n\n- Generate your own dataset of random captcha images: no need to manually annotate a dataset, you only need to generate images as close as possible as the real ones.\n- Use Tensorflow 2.0 and the Keras API.\n- After training, model is exported as a Keras HDF5 model (soon it will be exported as a Saved Model file).\n- Model can be loaded in an environment containing only Tensorflow. Useful for inference (no need to install the `captachanet` library).\n\n![screenshot](screenshot.png \"Screenshot\")\n\n## Install\n\nDependencies should be installed using Anaconda:\n\n```bash\nconda create -n captchanet_env\nconda activate captchanet_env\nconda env update -f environment.yml\n\n# Then install libraries not available in conda-forge.\npip install --no-deps -U tensorflow-datasets tensorflow_metadata tensorboard tensorflow-estimator\npip install --no-deps -U tensorflow-gpu==2.0.0-beta1\npip install --no-deps -U https://github.com/keras-team/keras-tuner/archive/fe5ed591bf54fc3db033814ab43193f6e8999ee5.zip\n```\n\nThen install captchanet:\n\n`pip install captchanet`\n\n## Usage\n\nAs a starting point you can browser [the notebooks](./notebooks) and adapt it to our needs.\n\n## License\n\nUnder BSD license. See [LICENSE](LICENSE).\n\n## Authors\n\n- Hadrien Mary \u003chadrien.mary@gmail.com\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhadim%2Fcaptchanet","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhadim%2Fcaptchanet","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhadim%2Fcaptchanet/lists"}