NNEUR aMA Marco Bacis - Serena Farina - Stefania Deligia
The problem: Microaneurysms Detection
(1) http://www.reviewofophthalmology.com
The solution: Convolutional Neural Networks
Four Convolution:D= 3x3 S=1N= 8, 16, 32, 32
4 x 4x32 2 x 2 x329x 9x32
51 x 51 x3
49 x 49 x8 24 x 24 x8
22 x 22x16 11 x 11 x16
Three MaxPooling:D= 3x3, 2x2, 3x3S= 2
Fully Connected
Softmax:p(MA) and p(!MA)
The tools: FPGA
(1) http://www.improveeyesighthq.com/diabetic-retinopathy.html(2) https://www.xes-inc.com/embedded-technologies/xilinx-fpga-technology/
Thanks for your attention
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