adhd – presentation week 2 arjun watane soumyabrata dey

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ADHD – Presentation Week 2 Arjun Watane Soumyabrata Dey

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Page 1: ADHD – Presentation Week 2 Arjun Watane Soumyabrata Dey

ADHD – Presentation Week 2

Arjun WataneSoumyabrata Dey

Page 2: ADHD – Presentation Week 2 Arjun Watane Soumyabrata Dey

Work accomplished

• Deep Learning Works• Looks promising

– 50-60% accuracy on first run– Running more and changing variables.

Page 3: ADHD – Presentation Week 2 Arjun Watane Soumyabrata Dey

3 slices

+ + =

Deep Learning Algorithm Better Accuracy % (hopefully)

Page 4: ADHD – Presentation Week 2 Arjun Watane Soumyabrata Dey

18 total slices

•Tested Deep Learning with 90th slice in 3 channels at 32x32 pixels

• 53% Accuracy

•Tested 90th slice image at 256x256 in 3 channels• 60% Accuracy

Page 5: ADHD – Presentation Week 2 Arjun Watane Soumyabrata Dey

Problems

• Deep learning program (Caffe) is complicated.• Spent 2 days adjusting and debugging the

code.• Never used Linux before.

Page 6: ADHD – Presentation Week 2 Arjun Watane Soumyabrata Dey

Moving on… Next Week

• I will– Test different slices, and different combinations of

slices.• 100th slice, 120th slice, etc.• Combine slices – 95th, 100th, 105th