{"id":40375066,"url":"https://github.com/nndeploy/nndeploy-workflow","last_synced_at":"2026-01-20T11:34:39.967Z","repository":{"id":307263837,"uuid":"1019516271","full_name":"nndeploy/nndeploy-workflow","owner":"nndeploy","description":"workflow of nndeploy","archived":false,"fork":false,"pushed_at":"2025-10-31T17:53:45.000Z","size":24905,"stargazers_count":9,"open_issues_count":0,"forks_count":2,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-10-31T19:23:58.351Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/nndeploy.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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-07-14T12:55:19.000Z","updated_at":"2025-10-31T17:53:49.000Z","dependencies_parsed_at":"2025-07-30T10:47:58.063Z","dependency_job_id":"9367ea30-09d3-4e08-9f61-f725a2ae2816","html_url":"https://github.com/nndeploy/nndeploy-workflow","commit_stats":null,"previous_names":["nndeploy/nndeploy-workflow"],"tags_count":3,"template":false,"template_full_name":null,"purl":"pkg:github/nndeploy/nndeploy-workflow","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nndeploy%2Fnndeploy-workflow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nndeploy%2Fnndeploy-workflow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nndeploy%2Fnndeploy-workflow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nndeploy%2Fnndeploy-workflow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/nndeploy","download_url":"https://codeload.github.com/nndeploy/nndeploy-workflow/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nndeploy%2Fnndeploy-workflow/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28602485,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-20T10:46:13.255Z","status":"ssl_error","status_checked_at":"2026-01-20T10:42:51.865Z","response_time":117,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":"2026-01-20T11:34:39.250Z","updated_at":"2026-01-20T11:34:39.957Z","avatar_url":"https://github.com/nndeploy.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# nndeploy Workflow Collection\n\n## User Guide\n\n### 1. Download Workflow Files\nDownload JSON configuration files from the corresponding algorithm directories\n\n### 2. Get Model Resources\nVisit the [Model Repository](https://modelscope.cn/models/nndeploy/nndeploy/summary) to download required models\n\n### 3. Import Configuration\n- Upload JSON files via the frontend workflow interface\n- System automatically parses and visualizes node topology\n\n### 4. Configure Parameters\nAdjust settings for your use case:\n- **Input**: Specify image/video file paths\n- **Output**: Set result save paths\n- **Parameters**: Configure workflow settings\n\n### 5. Run Workflow\n- Verify all configurations\n- Execute workflow for automated processing\n- View results at the specified output path\n- [Production Environment Deployment](https://github.com/nndeploy/nndeploy/blob/main/docs/zh_cn/quick_start/deploy.md)\n\n\n## Complete List\n\n### 🎯 Computer Vision Fundamental Algorithms\n+ **Object Detection** - YOLO Series High-Precision Object Detection - [detect/Detect_YOLO.json](detect/Detect_YOLO.json)\n+ **Image Classification** - ResNet Deep Learning Image Classification - [classification/Classification_ResNet.json](classification/Classification_ResNet.json)\n+ **Object Tracking** - Multi-Object Video Tracking Algorithm - [track/Track_FairMot.json](track/Track_FairMot.json)\n+ **Object Segmentation** - Intelligent Background Removal Segmentation - [segment/Segment_RMBG.json](segment/Segment_RMBG.json)\n+ **Universal Segmentation** - Segment Anything Universal Segmentation - [segment/Segment_Anything.json](segment/Segment_Anything.json)\n\n### 📝 Text Recognition Processing\n+ **OCR Recognition** - High-Precision Optical Character Recognition - [ocr/OCR.json](ocr/OCR.json)\n\n### 🤖 Large Language Model Applications\n+ **LLM_Qwen** - Qwen Serial LLM - [qwen/LlmQwen.json](qwen/LlmQwen.json)\n+ **LLM_Qwen_MNN** - Qwen Serial LLM IMPL MNN - [qwen/LLM_Qwen_MNN.json](qwen/LLM_Qwen_MNN.json)\n+ **Qwen** - Qwen2 Intelligent Dialogue System - [qwen/LLM_Qwen2_0.5B.json](qwen/LLM_Qwen2_0.5B.json)\n\n\n### 🎨 AI Content Generation\n+ **Text-to-Image** - Stable Diffusion Text-to-Image Generation impl C++ - [fp16 precision](stable_diffusion/Text_2_Image_stable_diffusion_1.5_fp16.json), [fp32 precision](stable_diffusion/Text_2_Image_stable_diffusion_1.5_fp32.json)\n+ **Text-to-Image** - Text-to-Image Generation impl diffusers - [diffusion/Text2Image_Impl_Diffusers.json](diffusion/Text2Image_Impl_Diffusers.json)\n+ **Text-to-Image** - Text-to-Image Generation impl diffusers - [diffusion/Text2Image_CogView4_Impl_Diffusers.json](diffusion/Text2Image_CogView4_Impl_Diffusers.json)\n+ **Inpaiting** - Image inpainting workflow based on Diffusers - [diffusion/Inpaiting_Impl_Diffusers.json](diffusion/Inpaiting_Impl_Diffusers.json)\n+ **Image-to-image** - Image-to-image generation workflow based on Diffusers - [diffusion/Image2Image_Impl_Diffusers.json](diffusion/Image2Image_Impl_Diffusers.json)\n\n### 👤 Face Processing Technology\n+ **Basic Face Swap** - High-Quality Face Replacement - [face_swap/Face_Swap.json](face_swap/Face_Swap.json)\n+ **Enhanced Face Swap** - Face Swap + GFPGAN Super-Resolution Enhancement - [face_swap/Face_Swap_Gan.json](face_swap/Face_Swap_Gan.json)\n+ **Video Face Swap** - Batch Video Face Replacement Processing - [V1 Version](face_swap/Video_Swap_Face.json), [V2 Version](face_swap/Video_Swap_Face_V2.json)\n+ **Real-time Face Swap** - Camera Real-time Face Replacement - [face_swap/Face_swap_from_camera.json](face_swap/Face_swap_from_camera.json)\n+ **Multi-Face Swap** - Multi-Face Synchronous Replacement + Quality Enhancement - [face_swap/face_swap_gan_many_face.json](face_swap/face_swap_gan_many_face.json)\n\n### 🌐 API Service Integration\n+ **AIGC API** - AI Generated Content Standardized API Interface - [api_aigc/API_AIGC_OpenAI_Text_2_Image.json](api_aigc/API_AIGC_OpenAI_Text_2_Image.json)\n+ **LLM API** - Large Language Model Dialogue API Service - [api_llm/API_LLM_Chat.json](api_llm/API_LLM_Chat.json)\n\n### 🚀 Creative Algorithm Combinations\n+ **Face Swap Segmentation Fusion** - Face Replacement + Background Intelligent Segmentation - [creative/Face_Swap_GAN_Segment.json](creative/Face_Swap_GAN_Segment.json)\n+ **Multi-Algorithm Pipeline** - Segmentation + Detection + Classification Integrated Processing - [creative/Segment_Detect_Classification.json](creative/Segment_Detect_Classification.json)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnndeploy%2Fnndeploy-workflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnndeploy%2Fnndeploy-workflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnndeploy%2Fnndeploy-workflow/lists"}