Keypoints' detection

• Data preprocessing
  • Extract age from captions
  • Extract age from ratios
  • Manual verification
• Training
  • Keypoints to heatmap
  • Model training loop
  • Add backbone freezing
  • Explain the choice of each layer
• Optuna
  • Add more metrics
• Validation
  • Model validation loop
  • Heatmap to keypoints
  • Add more metrics
• Model combination
  • Extract bounding boxes
  • Generate crop json
  • Run inference on new data
• Visualisation
  • Keypoint heatmap
  • Accuracy heatmap
  • Visualise keypoints