{"id":17902679,"url":"https://github.com/philtasticguy/gan-emojis","last_synced_at":"2026-04-12T12:49:18.286Z","repository":{"id":176863026,"uuid":"508686788","full_name":"PhiltasticGuy/gan-emojis","owner":"PhiltasticGuy","description":"Python/Tensorflow code for training/inference of an AI model (GAN) capable of generating emojis.","archived":false,"fork":false,"pushed_at":"2022-06-29T12:42:35.000Z","size":5713,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-08T19:41:46.022Z","etag":null,"topics":["artificial-intelligence","emoji","gan","keras","machine-learning","python","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/PhiltasticGuy.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":"2022-06-29T12:42:21.000Z","updated_at":"2023-03-22T12:37:06.000Z","dependencies_parsed_at":null,"dependency_job_id":"1ba2a624-213b-4469-bf85-7ab589d72906","html_url":"https://github.com/PhiltasticGuy/gan-emojis","commit_stats":null,"previous_names":["philtasticguy/gan-emojis"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PhiltasticGuy%2Fgan-emojis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PhiltasticGuy%2Fgan-emojis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PhiltasticGuy%2Fgan-emojis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PhiltasticGuy%2Fgan-emojis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/PhiltasticGuy","download_url":"https://codeload.github.com/PhiltasticGuy/gan-emojis/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246944380,"owners_count":20858773,"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":["artificial-intelligence","emoji","gan","keras","machine-learning","python","tensorflow"],"created_at":"2024-10-28T16:36:38.810Z","updated_at":"2026-04-12T12:49:13.257Z","avatar_url":"https://github.com/PhiltasticGuy.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# GAN Emojis\n\n## Models\n\n### Training Timelapse\n\n![Training Timelapse](assets/training-timelapse.gif)\n\n### Generated Samples\n\n![emojis_e068_r4](assets/emojis_e068_r4.png)\n![emojis_e079_r4](assets/emojis_e079_r4.png)\n![emojis_e097_r4](assets/emojis_e097_r4.png)\n![emojis_training_e005_r5](assets/emojis_training_e005_r5.png)\n\n## Machine Setup\n\n### Python Packages\n\n* Keras\n  * pip install keras\n* TensorFlow\n  * pip install tensorflow\n* TensorFlow GPU\n  * pip install --user --ignore-installed --upgrade tensorflow-gpu\n* Scrapy\n  * pip install scrapy\n* Pydot\n  * pip install pydot\n* Matplotlib\n  * pip install matplotlib\n* Numpy\n  * pip install numpy\n* OpenCV (unused...)\n  * pip install opencv-python\n\n### Install GraphViz (required for matplotlib)\n\n* choco install graphviz\n* pip install graphviz (???)\n\n### Install CUDA\n\n* \u003chttps://developer.nvidia.com/cuda-downloads\u003e\n  * D:\\sources\\tools\\CUDA\\v11.2\n  * D:\\sources\\tools\\CUDA Samples\\v11.2\n* \u003chttps://docs.nvidia.com/deeplearning/cudnn/install-guide/index.html#installwindows\u003e\n  * Copy the 3 folders in the ZIP archive into CUDA install folder:\n    * D:\\sources\\tools\\CUDA\\v11.2\n* \u003chttps://www.tensorflow.org/guide/gpu#setup\u003e\n  * pip install --user --ignore-installed --upgrade tensorflow-gpu\n  * [StackOverflow - Could not load dynamic library 'cusolver64_10.dll'; dlerror: cusolver64_10.dll not found](https://stackoverflow.com/questions/65608713/tensorflow-gpu-could-not-load-dynamic-library-cusolver64-10-dll-dlerror-cuso)\n* \u003chttps://www.tensorflow.org/install/pip\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fphiltasticguy%2Fgan-emojis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fphiltasticguy%2Fgan-emojis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fphiltasticguy%2Fgan-emojis/lists"}