www-ai.cs.tu-dortmund.de/LEHRE/FACHPROJEKT/WS1718/folien3.pdf
DeepLearning on FPGAs - Artifical Neuronal Networks: Image classification
remarks So far: We assumed 1 color channel - what about 3 channels? Idea 1: Merge color channels into single value
Average: (ri,j + gi,j + bi,j) /3
Lightness: (max (ri,j , gi,j , bi,j)−min (ri,j , gi,j [...] remarks So far: We assumed 1 color channel - what about 3 channels? Idea 1: Merge color channels into single value
Average: (ri,j + gi,j + bi,j) /3
Lightness: (max (ri,j , gi,j , bi,j)−min (ri,j , gi,j [...] de/deep_learning/images/Convolutional_NN.jpg
CNN: Some architectural remarks (3)
Idea 2 With color channels
y (l) i,j =
3∑
c=1
M(l)∑
i′=0
M(l)∑
j′=0
w (l) i,j,c · f
(l−1) i+i′,j+j′,c + b
(l) i,j,c
f (l) …