Essays about: "Caffe"
Showing result 1 - 5 of 6 essays containing the word Caffe.
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1. Hardware acceleration of convolutional neural networks on FPGA
University essay fromAbstract : With the evolution of machine learning algorithms they are seeing a wider use in traditional signal processing applications. One of these areas is in radios for improved signal identification algorithms. READ MORE
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2. Implementation of an 8-bit Dynamic Fixed-Point Convolutional Neural Network for Human Sign Language Recognition on a Xilinx FPGA Board
University essay from Lunds universitet/Institutionen för elektro- och informationsteknikAbstract : The goal of this thesis work is to implement a convolutional neural network on an FPGA device with the capability of recognising human sign language. The set of gestures that the neural network can identify has been taken from the Swedish sign language, and it consists of the signs used for representing the letters of the Swedish alphabet (a.k.a. READ MORE
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3. Deep Learning Algorithms for Cardiac Image Classification and Landmark Detection
University essay from Lunds universitet/Matematik LTHAbstract : With the increase in computational power, deep learning algorithms have become an active field of research over the last 7 years. These data-driven machine learning algorithms have produced good results in many applications, image analysis being one of them. READ MORE
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4. Increasing Spacecraft Autonomy through Embedded Neural Networks for Semantic Image Analysis
University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknikAbstract : In the scope of this thesis, a possible usage of embedded artificial neural networks for on-board image analysis is investigated. After an introduction which imparts basic knowledge about artificial neural network and autonomy in spaceflight, a possible system design is elaborated based on previously defined reference scenarios. READ MORE
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5. Automatic image-based road crack detection methods
University essay from KTH/Geodesi och satellitpositioneringAbstract : Pavement crack detection is an important procedure in road maintenanceand traffic safety. Traditionally, the road inventory was performed by field inspection, now it is replaced by the evaluation of mobile mapping system images. The acquired images are still a significant source of temporal condition of thepavement surface. READ MORE