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Deploying Ultralytics in the PC

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EdgeFirst Studio Documentation

Home
Getting Started
Getting Started
- Login
- Create project
- Capture with a Phone
- Annotate Dataset
- Audit Dataset
- Train a Vision Model
- Validate Vision Model
- Deploy the Model
- User Workflows
  User Workflows
Studio
Studio
- Home Page
- Navigating EdgeFirst Studio
- User Management
  User Management
- Project Dashboard
- Datasets Dashboard
  Datasets Dashboard
  - Dataset Gallery
  - Annotation Sets
- Model Experiments Dashboard
- Cloud Instances Dashboard
- Snapshots Dashboard
- Automatic Ground Truth Generation (AGTG)
3D MLOps
3D MLOps
- 3D Data Viewers
- Workflows
  Workflows
Datasets
Datasets
- EdgeFirst Dataset Format
  EdgeFirst Dataset Format
  - 2D Bounding Box Formats
- Dataset File Structure
- Dataset Zoo
  Dataset Zoo
  - Coffee Cup
    
    Coffee Cup
  - Playing Cards
    
    Playing Cards
  - BDD100K
    
    BDD100K
  - COCO People
    
    COCO People
  - COCO
    
    COCO
    
    Import COCO Dataset
  - Raivin Ultra Short
    
    Raivin Ultra Short
- Dataset Tutorials
  Dataset Tutorials
  - Dataset Capture
  - Dataset Import
  - Dataset Annotations
    
    Dataset Annotations
    
    Automatic Ground Truth Generation (AGTG)
    
    Manual Annotations
  - Dataset Management
Models
Models
- Model Training
  Model Training
  - Training Vision Models
  - Training Fusion Models
- Model Validation
  Model Validation
  - Validating Vision Models
    Validating Vision Models
    
    On Cloud Validation
    
    On Target Validation
  - Validating Fusion Models
    Validating Fusion Models
    
    Validating Fusion Models
  - Model Metrics
    Model Metrics
    
    Detection Metrics
    
    Segmentation Metrics
    
    Fusion Metrics
    
    Matching and Classification Rules
    
    Object Detection Classifications
- Model Deployment
  Model Deployment
  - 2D Model Deployment
    2D Model Deployment
    
    Deploying to the PC
    Deploying to the PC
    
    Deploying ModelPack in the PC
    
    Deploying Ultralytics in the PC
    
    Deploying to Embedded Targets
    
    Deploying to the Maivin
    
    Deploying to the Raivin
  - 3D Model Deployment
    3D Model Deployment
    
    Deploying to the Raivin
- Model Zoo
  Model Zoo
  - ModelPack
    
    ModelPack
    
    Quick Start Guide
    
    Quick Start Guide
    
    Tutorial 1: Measurement Tape Detector
    
    Tutorial 2: MusicBox Detector
    
    Benchmarks
    
    ModelPack Quantization
    
    Running Quantized ModelPack on Target
  - Ultralytics
    
    Ultralytics
    
    Benchmarks
    
    Ultralytics Quantization
    
    iMX.95 Neutron Model Conversion
    
    Deploying Models on the Target
  - Fusion
    
    Fusion
    
    Benchmarks
- Model Metadata
- Vision Augmentations
Perception
Perception
- Dataset Collection Middleware
  Dataset Collection Middleware
- Studio Client
- EdgeFirst Launcher
- Topics
  Topics
- Developer Guide
  Developer Guide
  - Developer Guide
  - Examples
    Examples
    
    Camera Schema Examples
    
    Fusion Schema Examples
    
    GPS Schema Example
    
    IMU Schema Example
    
    LIDAR Schema Example
    
    Model Schema Examples
    
    PointCloud2 Decoding Example
    
    Radar Schema Example
    
    MobileNet SSD Examples
- API Reference
  API Reference
- Deep View RT
  Deep View RT
Platforms
Platforms
- Getting Started
  Getting Started
- Hardware
  Hardware
- Software
  Software
- Networking
  Networking
  - Networking
  - SSH

Models
Model Deployment
2D Model Deployment
Deploying to the PC

Deploying Ultralytics in the PC

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