{"id":19297151,"url":"https://github.com/m-rishab/ai-image-editor","last_synced_at":"2026-05-03T17:32:46.331Z","repository":{"id":260870780,"uuid":"882582873","full_name":"m-rishab/AI-image-editor","owner":"m-rishab","description":"A powerful web-based image editing tool that combines the capabilities of background removal and DALL-E image transformation in one intuitive interface.","archived":false,"fork":false,"pushed_at":"2024-11-03T07:29:11.000Z","size":215,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-21T08:04:38.010Z","etag":null,"topics":["computer-vision","deep-learning","deeplabv3","flask","image-manipulation","image-processing","machine-learning","openai-api","opencv","python3","pytorch","pytorch-implementation","semantic-segmentation"],"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/m-rishab.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":"2024-11-03T07:19:35.000Z","updated_at":"2024-11-03T07:33:01.000Z","dependencies_parsed_at":"2024-11-03T08:32:14.007Z","dependency_job_id":null,"html_url":"https://github.com/m-rishab/AI-image-editor","commit_stats":null,"previous_names":["m-rishab/ai-image-editor"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/m-rishab/AI-image-editor","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/m-rishab%2FAI-image-editor","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/m-rishab%2FAI-image-editor/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/m-rishab%2FAI-image-editor/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/m-rishab%2FAI-image-editor/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/m-rishab","download_url":"https://codeload.github.com/m-rishab/AI-image-editor/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/m-rishab%2FAI-image-editor/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261088347,"owners_count":23107680,"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","deeplabv3","flask","image-manipulation","image-processing","machine-learning","openai-api","opencv","python3","pytorch","pytorch-implementation","semantic-segmentation"],"created_at":"2024-11-09T23:01:18.408Z","updated_at":"2026-05-03T17:32:46.292Z","avatar_url":"https://github.com/m-rishab.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"## AI Image Editor\nAdvanced image editing tool combining background removal and DALL-E transformation capabilities.\n\n## Features\n```xml\n\u003cfeatures\u003e\n    \u003cfeature\u003eAI-powered background removal\u003c/feature\u003e\n    \u003cfeature\u003eDALL-E image transformation\u003c/feature\u003e\n    \u003cfeature\u003eNatural language prompt processing\u003c/feature\u003e\n    \u003cfeature\u003eReal-time preview\u003c/feature\u003e\n\u003c/features\u003e\n```\n\n## Quick Setup\n```xml\n\u003csetup\u003e\n    \u003cstep order=\"1\"\u003e\n        \u003ccommand\u003egit clone https://github.com/yourusername/ai-image-editor.git\u003c/command\u003e\n        \u003ccommand\u003ecd ai-image-editor\u003c/command\u003e\n    \u003c/step\u003e\n\n    \u003cstep order=\"2\"\u003e\n        \u003ccommand\u003epython -m venv venv\u003c/command\u003e\n        \u003ccommand\u003esource venv/bin/activate  # For Linux/Mac\u003c/command\u003e\n        \u003ccommand\u003evenv\\Scripts\\activate     # For Windows\u003c/command\u003e\n    \u003c/step\u003e\n\n    \u003cstep order=\"3\"\u003e\n        \u003ccommand\u003epip install -r requirements.txt\u003c/command\u003e\n    \u003c/step\u003e\n\n    \u003cstep order=\"4\"\u003e\n        \u003cenv_setup\u003e\n            Create .env file with:\n            OPENAI_API_KEY=your_api_key_here\n        \u003c/env_setup\u003e\n    \u003c/step\u003e\n\n    \u003cstep order=\"5\"\u003e\n        \u003ccommand\u003epython app.py\u003c/command\u003e\n        \u003cresult\u003eServer starts at http://localhost:5000\u003c/result\u003e\n    \u003c/step\u003e\n\u003c/setup\u003e\n```\n\n## Tech Stack\n```xml\n\u003ctechnology\u003e\n    \u003cbackend\u003e\n        \u003clang\u003ePython 3.8+\u003c/lang\u003e\n        \u003cframeworks\u003e\n            \u003cframework\u003eFlask\u003c/framework\u003e\n            \u003cframework\u003ePyTorch (DeepLabV3)\u003c/framework\u003e\n            \u003cframework\u003eOpenAI API\u003c/framework\u003e\n        \u003c/frameworks\u003e\n    \u003c/backend\u003e\n    \u003cfrontend\u003e\n        \u003ctech\u003eHTML/CSS/JavaScript\u003c/tech\u003e\n    \u003c/frontend\u003e\n\u003c/technology\u003e\n```\n\n## Project Structure\n```xml\n\u003cstructure\u003e\n    \u003croot\u003e\n        \u003capp.py\u003eMain Flask application\u003c/app.py\u003e\n        \u003cmodels\u003e\n            \u003cfile\u003ebackground_removal.py\u003c/file\u003e\n            \u003cfile\u003edalle_transform.py\u003c/file\u003e\n            \u003cfile\u003egpt_prompt.py\u003c/file\u003e\n        \u003c/models\u003e\n        \u003cstatic\u003eJavaScript and CSS files\u003c/static\u003e\n        \u003ctemplates\u003eHTML templates\u003c/templates\u003e\n    \u003c/root\u003e\n\u003c/structure\u003e\n```\n\n## AI Models Used\n```xml\n\u003cmodels\u003e\n    \u003cmodel name=\"DeepLabV3\"\u003e\n        \u003cpurpose\u003eBackground removal\u003c/purpose\u003e\n        \u003cbackend\u003ePyTorch with ResNet-101\u003c/backend\u003e\n    \u003c/model\u003e\n\n    \u003cmodel name=\"DALL-E\"\u003e\n        \u003cpurpose\u003eImage transformation\u003c/purpose\u003e\n        \u003coutput\u003e1024x1024 images\u003c/output\u003e\n    \u003c/model\u003e\n\n    \u003cmodel name=\"GPT-3.5\"\u003e\n        \u003cpurpose\u003ePrompt processing\u003c/purpose\u003e\n        \u003ctype\u003eCommand classification\u003c/type\u003e\n    \u003c/model\u003e\n\u003c/models\u003e\n```\n\n## Dependencies\n```xml\n\u003ccore_dependencies\u003e\n    \u003cpackage\u003eflask==2.0.1\u003c/package\u003e\n    \u003cpackage\u003etorch==2.0.0\u003c/package\u003e\n    \u003cpackage\u003eopenai==1.0.0\u003c/package\u003e\n    \u003cpackage\u003epillow==9.5.0\u003c/package\u003e\n    \u003cpackage\u003eopencv-python==4.7.0\u003c/package\u003e\n\u003c/core_dependencies\u003e\n```\n\n## Common Issues\n```xml\n\u003ctroubleshooting\u003e\n    \u003cissue name=\"Virtual Environment\"\u003e\n        \u003cfix\u003eEnsure correct activation command for your OS\u003c/fix\u003e\n    \u003c/issue\u003e\n    \u003cissue name=\"API Key\"\u003e\n        \u003cfix\u003eVerify OPENAI_API_KEY in .env file\u003c/fix\u003e\n    \u003c/issue\u003e\n    \u003cissue name=\"Dependencies\"\u003e\n        \u003cfix\u003eInstall PyTorch separately if needed\u003c/fix\u003e\n    \u003c/issue\u003e\n\u003c/troubleshooting\u003e\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fm-rishab%2Fai-image-editor","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fm-rishab%2Fai-image-editor","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fm-rishab%2Fai-image-editor/lists"}