{"id":15580776,"url":"https://github.com/zsdonghao/image-captioning","last_synced_at":"2025-04-14T19:45:04.183Z","repository":{"id":72877646,"uuid":"70257191","full_name":"zsdonghao/Image-Captioning","owner":"zsdonghao","description":"TensorFlow (TensorLayer) Implementation of Image Captioning ","archived":false,"fork":false,"pushed_at":"2022-10-04T18:27:11.000Z","size":204,"stargazers_count":115,"open_issues_count":7,"forks_count":55,"subscribers_count":6,"default_branch":"master","last_synced_at":"2025-04-13T12:38:11.985Z","etag":null,"topics":["deep-learning","image-captioning","tensorflow","tensorlayer"],"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/zsdonghao.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}},"created_at":"2016-10-07T15:03:31.000Z","updated_at":"2024-05-21T06:52:13.000Z","dependencies_parsed_at":"2023-02-22T12:46:02.464Z","dependency_job_id":null,"html_url":"https://github.com/zsdonghao/Image-Captioning","commit_stats":null,"previous_names":[],"tags_count":2,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zsdonghao%2FImage-Captioning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zsdonghao%2FImage-Captioning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zsdonghao%2FImage-Captioning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zsdonghao%2FImage-Captioning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zsdonghao","download_url":"https://codeload.github.com/zsdonghao/Image-Captioning/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248950200,"owners_count":21188218,"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":["deep-learning","image-captioning","tensorflow","tensorlayer"],"created_at":"2024-10-02T19:40:13.963Z","updated_at":"2025-04-14T19:45:04.152Z","avatar_url":"https://github.com/zsdonghao.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Image Captioning\n\nWe reimplemented the complicated [Google' Image Captioning](https://github.com/tensorflow/models/tree/master/im2txt) model by simple [TensorLayer](https://github.com/zsdonghao/tensorlayer) APIs.\n\nThis script run well under Python2 or 3 and TensorFlow 0.10 or 0.11.\n\n### 1. Prepare MSCOCO data and Inception model\nBefore you run the scripts, you need to follow Google's [setup guide]((https://github.com/tensorflow/models/tree/master/im2txt)), and setup the model, ckpt and data directories in *.py.\n\n- Creat a ``data`` folder.\n- Download and Preprocessing MSCOCO Data [click here](https://github.com/tensorflow/models/tree/master/research/im2txt)\n- Download the Inception_V3 CKPT [click here](https://github.com/tensorflow/models/tree/master/research/slim)\n\n\n### 2. Train the model\n- via ``train.py``\n\n### 3. Evaluate the model\n- via ``evaluate.py``\n\n### 4. Generate captions by given image and model\n- via ``run_inference.py``\n\n### 5. Evaluation\n- [tylin/coco-caption](https://github.com/tylin/coco-caption/blob/master/cocoEvalCapDemo.ipynb)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzsdonghao%2Fimage-captioning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzsdonghao%2Fimage-captioning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzsdonghao%2Fimage-captioning/lists"}