How to Train Object Detection Transformer on Custom Dataset

How to Train Object Detection Transformer on Custom Dataset

Roboflow via YouTube Direct link

Introduction

1 of 12

1 of 12

Introduction

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How to Train Object Detection Transformer on Custom Dataset

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  1. 1 Introduction
  2. 2 Setting up the Python environment
  3. 3 DETR model inference on example images
  4. 4 Download custom dataset from Roboflow Universe
  5. 5 Building custom PyTorch COCO Detection datasets
  6. 6 Visualising COCO datasets entry
  7. 7 Building custom PyTorch Data Loaders
  8. 8 Building custom PyTorch Lightning DETR Module
  9. 9 Training DETR on custom dataset
  10. 10 Custom DETR model inference
  11. 11 Evaluating custom DETR model
  12. 12 Outro

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