Tutorials

• Installation
  • Requirements
  • Build detrex from Source
  • Verify the installation
  • Common Installation Issues
• Getting Started with detrex
  • Inference Demo with Pre-trained Models
  • Data Preparation
  • Training & Evaluation in Command Line
• Config System
  • Default Configs in detrex
  • Get the Default Config
  • LazyConfig Best Practices
• Convert Pretrained Models
  • Convert TorchVision Pretrained ResNet Models
  • Convert DETRs Pretrained Models
• Download Pretrained Backbone Weights
  • ResNet
  • Swin-Transformer
  • ViTDet
  • FocalNet
• Using Pretrained Backbones
  • ResNet Backbone
  • Timm Backbone
  • Torchvision Backbone
• Practical Tools and Scripts
  • Tensorboard Log Analysis
  • Model Analysis
  • Visualization
• Customize Training Settings
  • Customize LR Scheduler
• Model Zoo
  • Common Settings
  • COCO Object Detection Baselines
• Frequently Asked Questions
  • Installation
  • Training