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

Pediatric Bone Age Assessment Using Deep Convolutional Neural Networks

no code implementations • 13 Dec 2017 • Vladimir Iglovikov, Alexander Rakhlin, Alexandr Kalinin, Alexey Shvets

Skeletal bone age assessment is a common clinical practice to diagnose endocrine and metabolic disorders in child development.