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Isi Piringku

A computer vision system that analyzes food components on a plate using YOLOv8 segmentation.

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01

My Contribution

  • Prepared and integrated the food segmentation dataset.
  • Trained YOLOv8n-seg for food segmentation.
  • Evaluated the model using Precision, Recall, and mAP.
  • Developed an inference pipeline.
  • Analyzed food composition based on segmentation results.
  • Integrated the model with FastAPI.