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17 giugno 2020 Andrea Rapuzzi DataScienceSeed Online Meetup #2

DataScienceSeed Online Meetup #2€¦ · jupyterl fast,ai C) PyTorch Andrea Panizza Docker per Machine Learning HX850

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Page 1: DataScienceSeed Online Meetup #2€¦ · jupyterl fast,ai C) PyTorch Andrea Panizza Docker per Machine Learning HX850

17 giugno 2020

Andrea Rapuzzi

DataScienceSeed Online Meetup #2

Page 2: DataScienceSeed Online Meetup #2€¦ · jupyterl fast,ai C) PyTorch Andrea Panizza Docker per Machine Learning HX850

Environment

Page 3: DataScienceSeed Online Meetup #2€¦ · jupyterl fast,ai C) PyTorch Andrea Panizza Docker per Machine Learning HX850

Experiments

• Repeatability/Reproducibility• Traceability• Measurability• Configurability

Page 4: DataScienceSeed Online Meetup #2€¦ · jupyterl fast,ai C) PyTorch Andrea Panizza Docker per Machine Learning HX850

Experiments

Page 5: DataScienceSeed Online Meetup #2€¦ · jupyterl fast,ai C) PyTorch Andrea Panizza Docker per Machine Learning HX850

Fase 1 – Semantic Segmentation - SAR

Page 6: DataScienceSeed Online Meetup #2€¦ · jupyterl fast,ai C) PyTorch Andrea Panizza Docker per Machine Learning HX850

Fase 1 – Unet, PreNet, Residual Expansion, Tiling, TTA

Page 7: DataScienceSeed Online Meetup #2€¦ · jupyterl fast,ai C) PyTorch Andrea Panizza Docker per Machine Learning HX850

Fase 1 - Likelihood and prior

Page 8: DataScienceSeed Online Meetup #2€¦ · jupyterl fast,ai C) PyTorch Andrea Panizza Docker per Machine Learning HX850

Fase 2 – Instance Segmentation - Ottiche

Page 9: DataScienceSeed Online Meetup #2€¦ · jupyterl fast,ai C) PyTorch Andrea Panizza Docker per Machine Learning HX850

Fase 2: MRCNN

Page 10: DataScienceSeed Online Meetup #2€¦ · jupyterl fast,ai C) PyTorch Andrea Panizza Docker per Machine Learning HX850

Fase 2: 0.7 * Jaccard Score + 0.3 * IoU

Page 11: DataScienceSeed Online Meetup #2€¦ · jupyterl fast,ai C) PyTorch Andrea Panizza Docker per Machine Learning HX850
Page 12: DataScienceSeed Online Meetup #2€¦ · jupyterl fast,ai C) PyTorch Andrea Panizza Docker per Machine Learning HX850
Page 13: DataScienceSeed Online Meetup #2€¦ · jupyterl fast,ai C) PyTorch Andrea Panizza Docker per Machine Learning HX850
Page 14: DataScienceSeed Online Meetup #2€¦ · jupyterl fast,ai C) PyTorch Andrea Panizza Docker per Machine Learning HX850