{"id":13935076,"url":"https://github.com/rykov8/ssd_keras","last_synced_at":"2025-09-27T10:30:22.035Z","repository":{"id":50220355,"uuid":"72886408","full_name":"rykov8/ssd_keras","owner":"rykov8","description":"Port of Single Shot MultiBox Detector to Keras","archived":true,"fork":false,"pushed_at":"2021-06-01T16:00:23.000Z","size":3270,"stargazers_count":1100,"open_issues_count":103,"forks_count":553,"subscribers_count":37,"default_branch":"master","last_synced_at":"2024-09-21T16:24:01.612Z","etag":null,"topics":["computer-vision","deep-learning","keras-models","object-detection"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/rykov8.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":"2016-11-04T21:22:49.000Z","updated_at":"2024-09-05T11:31:52.000Z","dependencies_parsed_at":"2022-08-12T21:00:27.328Z","dependency_job_id":null,"html_url":"https://github.com/rykov8/ssd_keras","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/rykov8%2Fssd_keras","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rykov8%2Fssd_keras/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rykov8%2Fssd_keras/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rykov8%2Fssd_keras/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/rykov8","download_url":"https://codeload.github.com/rykov8/ssd_keras/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":219871971,"owners_count":16554475,"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":["computer-vision","deep-learning","keras-models","object-detection"],"created_at":"2024-08-07T23:01:23.180Z","updated_at":"2025-09-27T10:30:21.070Z","avatar_url":"https://github.com/rykov8.png","language":"Jupyter Notebook","funding_links":[],"categories":["Jupyter Notebook"],"sub_categories":[],"readme":"[![license](https://img.shields.io/github/license/mashape/apistatus.svg)](LICENSE)\n# A port of [SSD: Single Shot MultiBox Detector](https://github.com/weiliu89/caffe/tree/ssd) to [Keras](https://keras.io) framework.\nFor more details, please refer to [arXiv paper](http://arxiv.org/abs/1512.02325).\nFor forward pass for 300x300 model, please, follow `SSD.ipynb` for examples. For training procedure for 300x300 model, please, follow `SSD_training.ipynb` for examples. Moreover, in `testing_utils` folder there is a useful script to test `SSD` on video or on camera input.\n\nWeights are ported from the original models and are available [here](https://mega.nz/#F!7RowVLCL!q3cEVRK9jyOSB9el3SssIA). You need `weights_SSD300.hdf5`, `weights_300x300_old.hdf5` is for the old version of architecture with 3x3 convolution for `pool6`.\n\nThis code was tested with `Keras` v1.2.2, `Tensorflow` v1.0.0, `OpenCV` v3.1.0-dev\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frykov8%2Fssd_keras","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frykov8%2Fssd_keras","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frykov8%2Fssd_keras/lists"}