nndeploy Workflow Collection

User Guide

1. Download Workflow Files

Download JSON configuration files from the corresponding algorithm directories

2. Get Model Resources

Visit the Model Repository to download required models

3. Import Configuration

• Upload JSON files via the frontend workflow interface
• System automatically parses and visualizes node topology

4. Configure Parameters

Adjust settings for your use case:

• Input: Specify image/video file paths
• Output: Set result save paths
• Parameters: Configure workflow settings

5. Run Workflow

• Verify all configurations
• Execute workflow for automated processing
• View results at the specified output path
• Production Environment Deployment

Complete List

🎯 Computer Vision Fundamental Algorithms

• Object Detection - YOLO Series High-Precision Object Detection - detect/Detect_YOLO.json
• Image Classification - ResNet Deep Learning Image Classification - classification/Classification_ResNet.json
• Object Tracking - Multi-Object Video Tracking Algorithm - track/Track_FairMot.json
• Object Segmentation - Intelligent Background Removal Segmentation - segment/Segment_RMBG.json
• Universal Segmentation - Segment Anything Universal Segmentation - segment/Segment_Anything.json

📝 Text Recognition Processing

• OCR Recognition - High-Precision Optical Character Recognition - ocr/OCR.json

🤖 Large Language Model Applications

• LLM_Qwen - Qwen Serial LLM - qwen/LlmQwen.json
• LLM_Qwen_MNN - Qwen Serial LLM IMPL MNN - qwen/LLM_Qwen_MNN.json
• Qwen - Qwen2 Intelligent Dialogue System - qwen/LLM_Qwen2_0.5B.json

🎨 AI Content Generation

• Text-to-Image - Stable Diffusion Text-to-Image Generation impl C++ - fp16 precision, fp32 precision
• Text-to-Image - Text-to-Image Generation impl diffusers - diffusion/Text2Image_Impl_Diffusers.json
• Text-to-Image - Text-to-Image Generation impl diffusers - diffusion/Text2Image_CogView4_Impl_Diffusers.json
• Inpaiting - Image inpainting workflow based on Diffusers - diffusion/Inpaiting_Impl_Diffusers.json
• Image-to-image - Image-to-image generation workflow based on Diffusers - diffusion/Image2Image_Impl_Diffusers.json

👤 Face Processing Technology

• Basic Face Swap - High-Quality Face Replacement - face_swap/Face_Swap.json
• Enhanced Face Swap - Face Swap + GFPGAN Super-Resolution Enhancement - face_swap/Face_Swap_Gan.json
• Video Face Swap - Batch Video Face Replacement Processing - V1 Version, V2 Version
• Real-time Face Swap - Camera Real-time Face Replacement - face_swap/Face_swap_from_camera.json
• Multi-Face Swap - Multi-Face Synchronous Replacement + Quality Enhancement - face_swap/face_swap_gan_many_face.json

🌐 API Service Integration

• AIGC API - AI Generated Content Standardized API Interface - api_aigc/API_AIGC_OpenAI_Text_2_Image.json
• LLM API - Large Language Model Dialogue API Service - api_llm/API_LLM_Chat.json

🚀 Creative Algorithm Combinations

• Face Swap Segmentation Fusion - Face Replacement + Background Intelligent Segmentation - creative/Face_Swap_GAN_Segment.json
• Multi-Algorithm Pipeline - Segmentation + Detection + Classification Integrated Processing - creative/Segment_Detect_Classification.json