{"id":18396680,"url":"https://github.com/rob--/mask-rcnn-wrapper","last_synced_at":"2025-08-14T12:37:00.610Z","repository":{"id":83674100,"uuid":"127489700","full_name":"Rob--/mask-rcnn-wrapper","owner":"Rob--","description":"GUI wrapper for matterport's Mask R-CNN implementation","archived":false,"fork":false,"pushed_at":"2018-03-31T02:08:01.000Z","size":1271,"stargazers_count":6,"open_issues_count":0,"forks_count":1,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-04-07T04:33:40.284Z","etag":null,"topics":[],"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/Rob--.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":"2018-03-31T01:56:22.000Z","updated_at":"2022-12-08T23:51:26.000Z","dependencies_parsed_at":"2023-03-12T19:13:34.961Z","dependency_job_id":null,"html_url":"https://github.com/Rob--/mask-rcnn-wrapper","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Rob--/mask-rcnn-wrapper","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Rob--%2Fmask-rcnn-wrapper","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Rob--%2Fmask-rcnn-wrapper/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Rob--%2Fmask-rcnn-wrapper/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Rob--%2Fmask-rcnn-wrapper/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Rob--","download_url":"https://codeload.github.com/Rob--/mask-rcnn-wrapper/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Rob--%2Fmask-rcnn-wrapper/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":270421678,"owners_count":24580813,"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","status":"online","status_checked_at":"2025-08-14T02:00:10.309Z","response_time":75,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":"2024-11-06T02:14:33.379Z","updated_at":"2025-08-14T12:37:00.572Z","avatar_url":"https://github.com/Rob--.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# mask-rcnn-wrapper\n\nThis project provides a simple GUI wrapper around the [Mask R-CNN](https://github.com/matterport/Mask_RCNN) implementation\nby [matterport](https://github.com/matterport).\n\n![Instance Segmentation Sample](assets/app.png)\n\nThe wrapper provides an interface allowing you to pick a video to apply the model to. It will apply the model\nframe by frame while displaying the output and optionally saving the output to a new video file.\n\nWhile the video is rendering you can enable/disable object detection (and sub options such as the masks and bounding boxes)\nin real time allowing you to apply the model to only certain portions of the video at a time.\n\n![Example 1](assets/example1.png)\n\n![Example 2](assets/example2.png)\n\n## Setup\n\n#### Weights\n\nCreate a new folder inside the root project directory called `weights`, download the weight file:\n\n1. Go to `https://github.com/matterport/Mask_RCNN/releases`\n2. Download `mask_rcnn_coco.h5`\n3. Place the file inside the `weights` folder\n\n[Direct download link](https://github.com/matterport/Mask_RCNN/releases/download/v2.0/mask_rcnn_coco.h5).\n\n#### Dependencies\n\n`cv2, pyqt5, numpy, scipy, cython, h5py, Pillow, scikit-image, \ntensorflow-gpu, keras, pycocotools`\n\nTo install `pycocotools`:\n\n1. `git clone https://github.com/philferriere/cocoapi.git`\n2. `pip install git+https://github.com/philferriere/cocoapi.git#subdirectory=PythonAPI`\n\n`pycocotools` itself requires [Visual C++ 2015 Build Tools](http://landinghub.visualstudio.com/visual-cpp-build-tools).\n\nThis project was developed and tested using Python 3.6\n\n## Credits\n\n[matterport](https://github.com/matterport) - Mask R-CNN implementation\n\n[markjay4k](https://github.com/markjay4k) - displaying frames with OpenCV instead of matplotlib","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frob--%2Fmask-rcnn-wrapper","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frob--%2Fmask-rcnn-wrapper","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frob--%2Fmask-rcnn-wrapper/lists"}