Fixed-Point Convolutional Neural Network for Real-Time Video Processing in FPGA

2 code implementations • 29 Aug 2018 • Roman Solovyev, Alexander Kustov, Dmitry Telpukhov, Vladimir Rukhlov, Alexandr Kalinin

Modern mobile neural networks with a reduced number of weights and parameters do a good job with image classification tasks, but even they may be too complex to be implemented in an FPGA for video processing tasks.

Image Classification