{"id":26159955,"url":"https://github.com/capjamesg/image-collage","last_synced_at":"2025-07-18T11:36:32.708Z","repository":{"id":268208674,"uuid":"793485014","full_name":"capjamesg/image-collage","owner":"capjamesg","description":"Generate an image collage with computer vision.","archived":false,"fork":false,"pushed_at":"2024-04-29T11:16:33.000Z","size":8,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-07-04T20:54:23.761Z","etag":null,"topics":["art","computer-vision","python","zero-shot-object-detection"],"latest_commit_sha":null,"homepage":"","language":"Python","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/capjamesg.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-04-29T10:04:20.000Z","updated_at":"2024-04-29T13:47:00.000Z","dependencies_parsed_at":"2024-12-15T07:48:52.219Z","dependency_job_id":"312f144f-cd90-48a0-b55f-4857806ecf0e","html_url":"https://github.com/capjamesg/image-collage","commit_stats":null,"previous_names":["capjamesg/image-collage"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/capjamesg/image-collage","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/capjamesg%2Fimage-collage","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/capjamesg%2Fimage-collage/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/capjamesg%2Fimage-collage/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/capjamesg%2Fimage-collage/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/capjamesg","download_url":"https://codeload.github.com/capjamesg/image-collage/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/capjamesg%2Fimage-collage/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265752134,"owners_count":23822909,"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":["art","computer-vision","python","zero-shot-object-detection"],"created_at":"2025-03-11T11:55:18.034Z","updated_at":"2025-07-18T11:36:27.249Z","avatar_url":"https://github.com/capjamesg.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Image Collage Generator\n\nGenerate a collage of images where a specific object of interest is focused.\n\nThis project uses a zero-shot object detection model, Grounding DINO, to identify regions corresponding to objects of interest. These regions are then cropped and stitched together into a collage.\n\nHere is an example of a collage generated by this project:\n\n![grid](https://github.com/capjamesg/image-collage/assets/37276661/f4d527a0-6150-4213-9220-d4190f1767a8)\n\n## Usage\n\nFirst, install this project from source:\n\n```\ngit clone https://github.com/capjamesg/image-collage\ncd image-collage\npip3 install -r requirements.txt\n```\n\nTo generate a collage, run:\n\n```\npython3 app.py --input_images=folder/with/images --prompt=\"object\" --confidence=0.7\n```\n\nAbove, set:\n\n- `input_images` to the name of a directory with all the images you want to stich together into a collage.\n- `prompt` to the object of interest you want to identify.\n- `confidence` to the minimum confidence a model prediction must be to be considered for inclusion in the image collage.\n\n## License\n\nThis project is licensed under an [MIT license](LICENSE).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcapjamesg%2Fimage-collage","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcapjamesg%2Fimage-collage","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcapjamesg%2Fimage-collage/lists"}