Object detection training tutorial

Topics covered:
  • Basics of bounding box labeling
  • Selecting parameters
  • Training object detection model
  • Analyzing learning curve
  • Analyzing statistics and predictions
  • Analyzing precision-recall curve
  • Changing score thresholds
  • Downloading model or using it online

Note: now the default training time for object detection models depends on the number of different classes in the training set (1-2 classes: 2 hours, 3-5 classes: 3 hours, 6-10 classes: 6 hours, 11+ classes: 12 hours)

You can download video tutorial here