{"id":23169340,"url":"https://github.com/imsubst4nce/project-stereo","last_synced_at":"2025-04-04T23:10:41.381Z","repository":{"id":166594913,"uuid":"642099463","full_name":"imsubst4nce/project-stereo","owner":"imsubst4nce","description":"A project based on the use of stereoscopic images for computer vision related tasks.","archived":false,"fork":false,"pushed_at":"2023-05-17T21:27:11.000Z","size":14922,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-10T07:26:41.091Z","etag":null,"topics":["computer-vision","deep-learning","depth-estimation","disparity-map","edge-detection","monocular-depth-estimation","stereo-vision"],"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/imsubst4nce.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":"2023-05-17T20:25:22.000Z","updated_at":"2023-12-27T00:29:02.000Z","dependencies_parsed_at":null,"dependency_job_id":"f7d8ce7d-3305-4ad8-8a0d-8ad129fe2dc9","html_url":"https://github.com/imsubst4nce/project-stereo","commit_stats":null,"previous_names":["imsubst4nce/project_stereo","imsubst4nce/project-stereo"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/imsubst4nce%2Fproject-stereo","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/imsubst4nce%2Fproject-stereo/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/imsubst4nce%2Fproject-stereo/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/imsubst4nce%2Fproject-stereo/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/imsubst4nce","download_url":"https://codeload.github.com/imsubst4nce/project-stereo/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247261612,"owners_count":20910108,"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","depth-estimation","disparity-map","edge-detection","monocular-depth-estimation","stereo-vision"],"created_at":"2024-12-18T03:16:40.262Z","updated_at":"2025-04-04T23:10:41.354Z","avatar_url":"https://github.com/imsubst4nce.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# project_stereo\u003cbr\u003e\n\n**A project based on the use of stereoscopic images for computer vision related tasks.**\u003cbr\u003e\n\nThis project was implemented by me for the class of **Introduction to Image Processing - 4TTV414U** the **16/05/2023**.\u003cbr\u003e\nThe notebook contains complete documentation about the subject of the project, the methods and the tools used.\n\n# Project Parts\u003cbr\u003e\n1. Given 2 stereoscopic images(left/right), create 2 disparity maps using Block Matching algorithms(StereoBM and StereoSGBM).\n2. Using the left image create 2 different depth maps using DenseDepth and MiDaS pretrained models.\n3. Use 2 high-pass filters(Laplacian, Sobel) to test the previously generated disparity and depth maps in terms of edge-detection.\n\nDisclaimer: I do not own the stereo photos\n[Link](https://vision.middlebury.edu/stereo/data/scenes2014/)\n\n\n\u003e Special thanks to the creators of [DenseDepth](https://github.com/ialhashim/DenseDepth.git) and [MiDaS](https://github.com/isl-org/MiDaS.git)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fimsubst4nce%2Fproject-stereo","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fimsubst4nce%2Fproject-stereo","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fimsubst4nce%2Fproject-stereo/lists"}