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marp
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We generate

2.01 BILLION

tonnes of waste a year


Waste separation - currently:

  • Cameras or lasers
  • "Sequential processing"
  • SLOW

Waste separation - currently:


Waste separation - abiogenesis:

  • Microwave imaging
  • "Batch processing"
  • Detect metal/plastic/paper

Waste separation - abiogenesis:


Waste separation - abiogenesis:


Tech

  • Dimensionality Reduction
  • 3D Segmentation
  • Data Augmentation
  • Convolutional Neural Networks
  • MLOps Cloud Deployment
  • Low Latency Endpoint
  • Interactive Dashboard
  • F1-score of 81

The Future

  • Detect other materials (glass, organic, etc.)
  • Multiple scanners working together
  • Increase scanning depth
  • more speed

bye