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Compressing Deep Neural Networks for Recognizing Places
Nanjing, ChinaNovember 26-29, 2017
Paper ID: 137
ACPR20174
th
Asian Conference on Pattern Recognition
Soham Saha, Girish Varma, C.V. Jawahar
Center for Visual Information Technology,KCIS, IIIT Hyderabad, India
Part 1 Motivation
ACPR 2017
● Deep Learning models need to run on small devices● Alexnet has 60M parameters (~240MB on disk)● VGG-16 has ~140M parameters (~530MB on disk)
Part 2 Contribution
ACPR 2017
Part 2 Contribution
ACPR 2017
Part3 Results
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Part4 Thank you!
ACPR 2017
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